Introductory Module - R

GIS for Transport

Christine Okeyo, Robert Marty, Luis Eduardo San Martin

Development Impact (DIME)

April, 2024

About this module

About this module

  • This module will review key R fundamentals that will be useful and be applied in the subsequent modules.

Format

  • These are hands-on sessions. You are strongly encouraged to follow along in your computer what the presenter is doing

  • The sessions include exercises. You will be given 3-4 minutes to solve each exercise before we show the solution

R programming basics

R Objects

Objects are the building blocks of R programming.

What is an object?

  • An object is something you can refer to later in your code to get a value

  • You can put anything into an object : scalars, strings, datasets, vectors, plots, functions, etc.

  • Objects also have attributes that can be used to manipulate them

Object classes

Some essential object classes include;

  • Vectors: an uni-dimensional object that stores a sequence of values of the same class

  • Data frames: a combination of different vectors of the same length (the same as your dataset in Excel)

  • Lists: a multidimensional object that can store several objects of different classes and dimensions

Setup

Setup

install.packages("usethis")
install.packages("here")

library(usethis)
library(here)

use_course(
  url = "https://github.com/worldbank/dime-transport-training/archive/main.zip",
  destdir = "YOURFOLDERPATHHERE"
)

File paths

data_dir <- here("DataWork", "DataSets", "Final")

print(data_dir)
[1] "/Users/robmarty/Documents/Github/dime-transport-training/DataWork/DataSets/Final"

File paths

Load the schools and country data.

  • The school names data contains names of all the schools in Kenya
  • The school coordinates data contains geographical information of the respective schools
school_names <- read.csv(file.path(data_dir, "school_names.csv"))

school_coordinates <- read.csv(file.path(data_dir, "school_coordinates.csv"))

Installing and Loading Packages

Packages

Another important aspect to consider is R packages. Consider the following:

R is a new phone

R packages are apps in your phone

Packages

To install a package you can run the following command:

# To install
install.packages("dplyr")
install.packages("sf")
install.packages("purrr")
install.packages("readr")
install.packages("here")
install.packages("ggplot2")
  • R packages need to be loaded in each R session that will use them.
  • That means that, for example, a function that comes from the sf package cannot be used if the package has not been installed and loaded first.

To load a package you can run the following command:

# To load
library(dplyr) # To wrangle data
library(sf) # Package for manipulating gis data
library(purrr)
library(readr)
library(ggplot2)

Notes: Remember you should always load your packages before your start coding.

Functions

Quick intro to functions

  • head(), View(), filter() andread.csv() are functions.

  • Functions in R take named arguments

  • Type help(filter) in the console to check the arguments of the filter() function

Quick intro to functions

  • When we used filter(school_names, name == "Consolata School") we’re implicitly telling R that the x argument is school_names and the subset argument is name == "Consolata School"

  • For example, see below:

  • filter(school_names, name == "Consolata School")

Quick intro to functions

  • Arguments are always enclosed in parentheses

  • Usually the first argument is the object you want to use the function on, e.g. filter(school_names, ...)

  • Functions usually return values that you can store in an object, print or use directly as an argument of another function.

We will explore these ideas in depth in a later session.

Data in R

Loading a dataset in R

Before we start wrangling our data, let’s read our datasets. We can use the read.csv function if we want to load the csv files with the school names and coordinates

Exercise 1: Loading data in R

Use either of the functions mentioned above and load the two datasets from your working directory

Solution:

school_names <- read.csv(file.path(data_dir, "school_names.csv"))

school_coordinates <- read.csv(file.path(data_dir, "school_coordinates.csv"))

Exploring data

Exploring a data set

These are some useful functions from base R:

  • View(): open the data set.
  • class(): reports object type of type of data stored.
  • dim(): reports the size of each one of an object’s dimension.
  • names(): returns the variable names of a dataset.
  • str(): general information on an R object.
  • summary(): summary information about the variables in a data frame.
  • head(): shows the first few observations in the dataset.
  • tail(): shows the last few observations in the dataset.

Some other useful functions from the dplyr:

  • glimpse(): get a glimpse of your data.

Load and show a dataset

We can just show our dataset using the name of the object; in this case, school_names.

school_names
          osm_id                                                         name
1       30312225                                             Consolata School
2      674552830                                                         <NA>
3     1399125354                                           Galitos restaurant
4     1764153756                                               Makini Schools
5     1867185524                                         Bohra Primary School
6     2061462027                                                         <NA>
7     2061462030                                                         <NA>
8     2061462031                                                         <NA>
9     2061462033                                                         <NA>
10    2468180197                                                         <NA>
11    2468180199                                                         <NA>
12    2468180201                                                         <NA>
13    2468180203                                                         <NA>
14    2468180205                                                         <NA>
15    2468180207                                                         <NA>
16    2468180209                                                         <NA>
17    2468180211                                                         <NA>
18    2468180213                                                         <NA>
19    2468180215                                                         <NA>
20    2468189973                                                         <NA>
21    2468189975                                                         <NA>
22    2468189978                                                         <NA>
23    2468189979                                                         <NA>
24    2483120528                                                         <NA>
25    2483120529                                                         <NA>
26    2483120530                                                         <NA>
27    2483120531                                                         <NA>
28    2483120532                                                         <NA>
29    2483120533                                                         <NA>
30    2483120534                                                         <NA>
31    2483120535                                                         <NA>
32    2483120536                                                         <NA>
33    2483120537                                                         <NA>
34    2483120538                                                         <NA>
35    2483120539                                                         <NA>
36    2483120540                                                         <NA>
37    2483120541                                                         <NA>
38    2483120542                                                         <NA>
39    2484528096                                                         <NA>
40    2484528098                                                         <NA>
41    2484532836                                                         <NA>
42    2484532841                                                         <NA>
43    2484532844                                                         <NA>
44    2484532847                                                         <NA>
45    2484532850                                                         <NA>
46    2484532854                                                         <NA>
47    2484532857                                                         <NA>
48    2484532860                                                         <NA>
49    2484532862                                                         <NA>
50    2484533946                                                         <NA>
51    2484533947                                                         <NA>
52    2484533948                                                         <NA>
53    2484533949                                                         <NA>
54    2484533950                                                         <NA>
55    2484533951                                                         <NA>
56    2484533952                                                         <NA>
57    2484533953                                                         <NA>
58    2491660139                                                         <NA>
59    2491660140                                                         <NA>
60    2491660141                                                         <NA>
61    2491660142                                                         <NA>
62    2491660143                                                         <NA>
63    2491790080                                                         <NA>
64    2491790081                                                         <NA>
65    2491790082                                                         <NA>
66    2491790083                                                         <NA>
67    2499024984                                                         <NA>
68    2499024985                                                         <NA>
69    2499024986                                                         <NA>
70    2499024987                                                         <NA>
71    2546351658                                                         <NA>
72    2546351660                                                         <NA>
73    2546351662                                                         <NA>
74    2546351663                                                         <NA>
75    2546351665                                                         <NA>
76    2687961610                                       Logos Christian School
77    2875798610                                                 Kiota School
78    3181899962                                                         <NA>
79    3181900041                                                         <NA>
80    3797942363                                                         <NA>
81    3797942364                                                         <NA>
82    3797942366                                                         <NA>
83    3797942369                                                         <NA>
84    3797942375                                                         <NA>
85    3797942376                                                         <NA>
86    3797942377                                                         <NA>
87    3797942378                                                         <NA>
88    3797942379                                                         <NA>
89    3797942380                                                         <NA>
90    3797942382                                                         <NA>
91    3797942387                                                         <NA>
92    4192570231                                                         <NA>
93    4192570232                                                         <NA>
94    4192570233                                                         <NA>
95    4192570234                                                         <NA>
96    4192570235                                                         <NA>
97    4192570236                                                         <NA>
98    4192570237                                                         <NA>
99    4192570238                                                         <NA>
100   4192570239                                                         <NA>
101   4192570240                                                         <NA>
102   4192570241                                                         <NA>
103   4192570242                                                         <NA>
104   4192570243                                                         <NA>
105   4192570244                                                         <NA>
106   4192570298                                                         <NA>
107   4192570299                                                         <NA>
108   4192570300                                                         <NA>
109   4192570301                                                         <NA>
110   4193917220                                                         <NA>
111   4193917221                                                         <NA>
112   4193917222                                                         <NA>
113   4193917223                                                         <NA>
114   4193917224                                                         <NA>
115   4193917225                                                         <NA>
116   4193917226                                                         <NA>
117   4193917227                                                         <NA>
118   4843663614                                        Makini Primary School
119   4843663615                                      Makini Secondary School
120   4994970182                                                         <NA>
121   4994970183                                                         <NA>
122   4994970184                                                         <NA>
123   4994970185                                                         <NA>
124   4994970186                                                         <NA>
125   4994970187                                                         <NA>
126   5327988317                                      Imani Montessori School
127   5327992069                                                         <NA>
128   5328845942                                                         <NA>
129   5328845943                                                         <NA>
130   5328845944                                                         <NA>
131   5328845945                                                         <NA>
132   5328845946                                                         <NA>
133   5328845947                                                         <NA>
134   5328845948                                                         <NA>
135   5328845949                                                         <NA>
136   5328845950                                                         <NA>
137   5328845951                                                         <NA>
138   5328845952                                                         <NA>
139   5328845953                                                         <NA>
140   5328845954                                                         <NA>
141   5328845955                                                         <NA>
142   5328845956                                                         <NA>
143   5328845957                                                         <NA>
144   5328845958                                                         <NA>
145   5328845959                                                         <NA>
146   5328845960                                                         <NA>
147   5328845961                                                         <NA>
148   5329314557                                                         <NA>
149   5329314558                                                         <NA>
150   5329314559                                                         <NA>
151   5329314560                                                         <NA>
152   5329314561                                                         <NA>
153   5329314562                                                         <NA>
154   5329314563                                                         <NA>
155   5329314564                                                         <NA>
156   5333172575                                    Muthangari Primary School
157   5333175502                        St. Austin's Academy Secondary School
158   5333179718                                          Shani Angaza School
159   5333182252                                   Lavington Secondary School
160   5333183070                                     Lavington Primary School
161   5333209252                                                         <NA>
162   5333209253                                                         <NA>
163   5333209254                                                         <NA>
164   5333230312                                                         <NA>
165   5333230313                                                         <NA>
166   5333230314                                                         <NA>
167   5333230315                                                         <NA>
168   5333230316                                                         <NA>
169   5333230317                                                         <NA>
170   5333295388                                          Gifted Hands School
171   5333295389                                                Amicus School
172   5333296837                                         Rudan Junior Academy
173   5334960757                                                         <NA>
174   5339089383                                                         <NA>
175   5339089384                                                         <NA>
176   5339106869                              Lavington United Church Academy
177   5339117803                                                         <NA>
178   5339117804                                                         <NA>
179   5339117805                                                         <NA>
180   5339117806                                                         <NA>
181   5414280529                                                         <NA>
182   5414280530                                                         <NA>
183   5414280531                                                         <NA>
184   5414280532                                                         <NA>
185   5414280533                                                         <NA>
186   5414280534                                                         <NA>
187   5414280535                                                         <NA>
188   5414280559                                                         <NA>
189   5440491074                                                         <NA>
190   5440491075                                                         <NA>
191   5440491076                                                         <NA>
192   5456668645                                   Bambini, Montessori School
193   5456734642                                             Compuera Academy
194   5933721654                                          Msingi Bora Academy
195   5933721655                                          Msingi Bora Academy
196   5933721656                                          Msingi Bora Academy
197   5933721657                                             Redempter School
198   5933721658                                             Redempter School
199   5933721703                                         Ananda Marga Academy
200   5933721704                                         Ananda Marga Academy
201   5933721705                                  Kanyorosha Self Help School
202   5933721706                                  Kanyorosha Self Help School
203   5933721707                                                Hamomi School
204   5933721708                                     Blessings Junior Academy
205   5933721709                                                 Excel School
206   5933721710                                                 Excel School
207   5933721713                                         Ananda Marga Academy
208   5933721714                                      Bueno Kids Kindergarten
209   5933721718                                      Young Achievers Academy
210   5933721719                                      Young Achievers Academy
211   5948170931                                      Lucky Star Centre Shool
212   5948174097                                    Waruku Pre-primary School
213   5948174098                                           Shani Nyota School
214   5948174099                                            Shani Taji School
215   5948174102                                                Kianda School
216   5948174107                                        Waruku Primary School
217   5948282114                                Overseer's Educational Center
218   5948282115                                  Overseer's Education Center
219   5948282116                                            Five Star Academy
220   5948282117                                            Five Star Academy
221   5948282118                                         Kangemi Youth Centre
222   5948282119                                         Kangemi Youth Centre
223   5948282122                                       Mwalimu Primary School
224   5948282123                                       Mwalimu Primary School
225   5953218907                                     Westlands Primary School
226   5953218908                              St. Marks Church Nursery School
227   6127974224                                                         <NA>
228   6127974225                                                         <NA>
229   6127974226                                                         <NA>
230   6127974227                                                         <NA>
231   6127974228                                                         <NA>
232   6127974229                                                         <NA>
233   6127974230                                                         <NA>
234   6127974231                                                         <NA>
235   6141845853                                                         <NA>
236   6141845854                                                         <NA>
237   6141845855                                                         <NA>
238   6141845856                                                         <NA>
239   6141845857                                                         <NA>
240   6141845858                                                         <NA>
241   6141845859                                                         <NA>
242   6178983021                                                         <NA>
243   7680912929                                                         <NA>
244   8204435332                                                         <NA>
245   8374482726                                              Rusinga Schools
246   8374484698                                                     Braeburn
247   8374595313                                       Children Angel Academy
248   8374597804                                               Favour Academy
249   8374598875                                   St. Angels Children School
250   8374600650                                           Green Wood Academy
251   8374605280                                                Huduma School
252   8374622553                                        Twinkling Star School
253   8374727569                                            Sunshine Day Care
254   8374771201                                    Dagoretti Mixed Secondary
255   8374784482                                   Zeal Covenant Kindergarten
256   8374797662                                               Gatina Primary
257   8374839015                                     Mother Margherita School
258   8374841243                                          Ubora Senior School
259   8374848710                                       Gatina Children Center
260   8374859944                                         Zeal Covenant School
261   8374861500                                      Sifa Education Services
262   8374868496                                 Maranatha Educational Centre
263   8374879813                                   Chosen Children of Promise
264   9673467752                                                         <NA>
265   9673467753                                                         <NA>
266   9673467754                                                         <NA>
267   9673467755                                                         <NA>
268   9673467756                                                         <NA>
269   9673467757                                                         <NA>
270   9673467758                                                         <NA>
271   9676659080                                                         <NA>
272   9676659081                                                         <NA>
273   9676659082                                                         <NA>
274   9676659083                                                         <NA>
275   9679424928                                                         <NA>
276   9679424933                                                         <NA>
277   9679424934                                                         <NA>
278   9679424958                                                         <NA>
279   9679424964                                                         <NA>
280   9679424965                                                         <NA>
281   9679424966                                                         <NA>
282   9679424968                                                         <NA>
283   9679424975                                                         <NA>
284   9679424978                                                         <NA>
285   9679924741                                                         <NA>
286   9679924742                                                         <NA>
287   9679924743                                                         <NA>
288   9679924781                                                         <NA>
289   9679924782                                                         <NA>
290   9679924783                                                         <NA>
291   9679924784                                                         <NA>
292   9679924812                                                         <NA>
293   9679924813                                                         <NA>
294   9679931517                                                         <NA>
295   9679931518                                                         <NA>
296   9679931519                                                         <NA>
297   9722366217                                                      Sinapis
298   9722373317                                                      Sinapis
299   9840736117                                                         <NA>
300   9969927832                                                         <NA>
301   9969927833                                                         <NA>
302   9971949575                                                         <NA>
303   9971949589                                                         <NA>
304   9971949641                                                         <NA>
305  10121540163                                                         <NA>
306  10121540164                                                         <NA>
307  10121540165                                                         <NA>
308  10121540166                                                         <NA>
309  10121540167                                                         <NA>
310  10121540168                                                         <NA>
311  10121540169                                                         <NA>
312  10121540170                                                         <NA>
313  10121540192                                                         <NA>
314  10121540193                                                         <NA>
315  10121540194                                                         <NA>
316  10121540195                                                         <NA>
317  10121540196                                                         <NA>
318  10121540197                                                         <NA>
319  10536308835                                               Nairobi School
320  10815690968                                                         <NA>
321  10815690969                                                         <NA>
322  10815690970                                                         <NA>
323  10815690971                                                         <NA>
324  10815690972                                                         <NA>
325  10815690973                                                         <NA>
326  10815690974                                                         <NA>
327  10815690975                                                         <NA>
328  10815690976                                                         <NA>
329  10815690977                                                         <NA>
330  10815690978                                                         <NA>
331  10815690979                                                         <NA>
332  10815690980                                                         <NA>
333  10815690981                                                         <NA>
334  10815690982                                                         <NA>
335  10815690983                                                         <NA>
336  10815690984                                                         <NA>
337  10815690985                                                         <NA>
338  10815690986                                                         <NA>
339  10815690987                                                         <NA>
340  10815690989                                                         <NA>
341  10815690990                                                         <NA>
342  10815690991                                                         <NA>
343  10815690992                                                         <NA>
344  10815690993                                                         <NA>
345  10815690994                                                         <NA>
346  10815690995                                                         <NA>
347  10815690996                                                         <NA>
348  10815690997                                                         <NA>
349  10815690998                                                         <NA>
350  10815690999                                                         <NA>
351  10815691000                                                         <NA>
352  10815691001                                                         <NA>
353  10815691002                                                         <NA>
354  10815691003                                                         <NA>
355  11228124032                                                         <NA>
356   1087015286                                                         <NA>
357   1087015300                                                         <NA>
358   1087015314                                                         <NA>
359   1087015316                                                         <NA>
360   1728814564                                                         <NA>
361   1728814566                                                         <NA>
362   1728839015                                                         <NA>
363   1728839016                                                         <NA>
364   1728839017                                                         <NA>
365   1728839018                                                         <NA>
366   1728839019                                                         <NA>
367   1728839020                                                 Cedar Groove
368   2683171984                                                         <NA>
369   2683171988                                                         <NA>
370   2683171989                                                         <NA>
371   2683171990                                                         <NA>
372   2683171991                                                         <NA>
373   2683171993                                                         <NA>
374   2687957058                                                         <NA>
375   4210799128                                  City prime Secondary school
376   5334960754                          Riara Group Of Schools Kindergarten
377   5334960755                                                         <NA>
378   5334960756                                                         <NA>
379   5334960758                                                         <NA>
380   5334971801                              Dagoretti Corner Primary School
381   5338844387                                                         <NA>
382   5338844388                                                         <NA>
383   5338844389                                                         <NA>
384   5338844390                                                         <NA>
385   5338844391                                                         <NA>
386   5338844392                                                         <NA>
387   5338844393                                                         <NA>
388   5338850142                                        Riruta Primary School
389   5915900140                                   Mnarani Educational Center
390   5915900141                                   Mnarani Educational Centre
391   5915900142                                   Creative Best Care Academy
392   5924832980                                              Bidii Self Help
393   5924832981                                    Doravera Education Centre
394   5924835187                                              Bidii Self Help
395   5925863201                                    Patience Education Center
396   5925863202                                    Patience Education Centre
397   5925863208                              Stev-in Junior Education Center
398   5925863209                            Stev-in Junior Educational Centre
399   5926229120                                                Wells Of Hope
400   5926387119                                Milkan Elite Education Center
401   5926387128                                Milkan Elite Education Center
402   5926387129                                Milkan Elite Education Center
403   5933573019                                           Foursquare Academy
404   5933573020                                            Foursqure Academy
405   5933622803                           Kogero Sunnyshine Community Centre
406   5933622808                                   The Potters Junior Academy
407   5933622809                            Nairobi Hil School Kangemi Branch
408   5933622810                           Nairobi Hill School Kangemi Branch
409   5933622817                           Kogero Sunnyshine Community Centre
410   5933622818                        The Potters Junior Academy Pre-School
411   5953317910                                     Teravic Education Centre
412   5953317911                                     Teravic Education Centre
413   6135414713                                           City Prime Academy
414   7321575797                                The Red Hill Education Centre
415   8370979237                                      Jazeel Education Center
416   8371013830                                      Bignet Education Centre
417   8371024586                                                Le Pic School
418   8371030906                             Riruta Israel Educational Centre
419   8371063327                                       Gibens Blessed Academy
420   8371137556                                             Shiloe Secondary
421   8371228326                             Precious Blood Secondary Schools
422   8371232459                                        Solomon Mind's School
423   8371235937                                           Bethany Joy School
424   8371240996                                                 Vigil school
425   8371353971                                            Ladyaisha Academy
426   8371365595                                        Kiddy Palace Day Care
427   8371388290                              Dagoretti Muslim Primary School
428   8371389386                                Humanitarian Education Centre
429   8371395005                                       Kids Emporwment Centre
430   8371402937                                  Mainstream Education Centre
431   8371411347                                               Rise and Shine
432   8371413911                                              Whistling Thorn
433   8371414273                                  Riruta good Shepherd School
434   8371416414                                Child of God Education Center
435   8371428687                                      Ndurarua Primary School
436   8371436591                                  Happy Angels Junior Academy
437   8371453982                                                Good shepherd
438   8371455829                                                       Riruta
439   8371456003                                          Labs Driving School
440   8374482295                                                Excel Academy
441   8374500707                                    St. Anthony Junior School
442   8374507481                                       St Anthony High School
443   8374512991                                      Prince of Peace Academy
444   8374520401                                     St Anthony Junior School
445   8374552809                                 Rens Community Center School
446   8374554303                                           Joy Remuna Academy
447   8374558336                                        Kabiro Primary School
448   8374559468                                      Kabiro secondary school
449   8374563982                                        The Excellence School
450   8374564304                                        The Excellence School
451   8374568009                                   Free Land Scholars Academy
452   8374583635                                            Maranatha Academy
453   8374618299                                           Riri Junior School
454   8374618342                                                       Eagles
455   8374634312                                               Keds Community
456   8374644687                                   St Mary's Dagoretti Centre
457   8374646110                                               Vision Destiny
458   8374651687                                      Crossroad Stars Academy
459   8374663071                         Inspiration World of Beauty Training
460   8374705986                                         Mabe Twinkling Stars
461   8374794569                                     Trinity Education Center
462   8374844547                                               Etihad Primary
463   8764061934                        Clips Hairdressing and Beauty Therapy
464   8764072721                     Teensworld Technologies Training College
465   8764099089                                Cholas and Anastasio Orthodox
466   8764122373                   St.Nicholas and Anastasios Orthodox School
467   8764204374                                       Emmanuel Glory Academy
468   8764230369                                Kawangware Day Nursery School
469   8764337966                                      Queen of Angels Academy
470   8764454282                              Kife School of Business Studies
471   8764457625                                    Kawangware Primary School
472   8764466562                                    Kawangware Primary School
473   8764474807                                       Stay Up Driving School
474   9200307181                                                         <NA>
475   9905698258                                          Clover Green School
476   9905709251                                  Blue Door Christian Academy
477   9952577263                                                         <NA>
478   9952577264                                                         <NA>
479   9952577270                                                         <NA>
480   9952577276                                                         <NA>
481   9952577277                                                         <NA>
482  10089477818                                                         <NA>
483  10089477819                                                         <NA>
484  10089477820                                                         <NA>
485  10089477821                                                         <NA>
486  10089477824                                                         <NA>
487  10089477827                                                         <NA>
488  10089477828                                                         <NA>
489  10089477829                                                         <NA>
490  10089477832                                                         <NA>
491  10089477833                                                         <NA>
492  10089477835                                                         <NA>
493  10089477836                                                         <NA>
494  10211395252                                                         <NA>
495  10915939513                                                         <NA>
496  10915939514                                                         <NA>
497  10915939515                                                         <NA>
498  10915939516                                                         <NA>
499  10915939517                                                         <NA>
500  10915939518                                                         <NA>
501  10915939519                                                         <NA>
502  10915939520                                                         <NA>
503  10915939521                                                         <NA>
504  10915939522                                                         <NA>
505  10915939523                                                         <NA>
506  10915939524                                                         <NA>
507  10915939525                                                         <NA>
508  10915939526                                     Uthiru Girls High School
509  10915990659                                                         <NA>
510  10915990660                                                         <NA>
511  10915990663                                                         <NA>
512  10915990665                                                         <NA>
513  10915990666                                                         <NA>
514  10915990669                                                         <NA>
515  10915990670                                                         <NA>
516  10915990672                                                         <NA>
517  10946235518                                     Patmos Montessori School
518  11449765757                                                         <NA>
519  11449765758                                                         <NA>
520  11449765759                                                         <NA>
521  11449765760                                                         <NA>
522  11449765761                                                         <NA>
523  11449765762                                                         <NA>
524  11449765763                                                         <NA>
525  11449765764                                                         <NA>
526  11449765765                                                         <NA>
527  11449765766                                                         <NA>
528  11449765767                                                         <NA>
529  11449765768                                                         <NA>
530  11449778369                                                         <NA>
531  11449778370                                                         <NA>
532  11449778371                                                         <NA>
533  11449778372                                                         <NA>
534  11449778373                                                         <NA>
535  11449778374                                                         <NA>
536  11449778375                                                         <NA>
537  11449778376                                                         <NA>
538  11449778377                                                         <NA>
539  11449778378                                                         <NA>
540  11449778493                                                         <NA>
541  11579190010                                                         <NA>
542  11579190011                                                         <NA>
543  11579190018                                                         <NA>
544  11579190022                                                         <NA>
545  11634409138                                                         <NA>
546  11634649732                                                         <NA>
547  11634649750                                                         <NA>
548  11684701036                                                         <NA>
549   2165127212                                                         <NA>
550   2165127213                                                         <NA>
551   2165127214                                                         <NA>
552   2165127215                                                         <NA>
553   3080415873                                          The Komarock School
554   3080429088                                       Bondeni Primary School
555   4297607403                                        Precious Gift Primary
556   4739499421                                      Kayole 1 Primary School
557   5636724233                                         Imara Primary School
558   5636724256                                      Mwangaza Primary School
559   5636724260                                       Thawabu Primary School
560   5636724261                                Kayole South Secondary School
561   6819930242                                Kayole P.C.E.A Primary School
562   1762010247                                                         <NA>
563   1762010248                                                         <NA>
564   1762010249                                                         <NA>
565   1762010250                                                         <NA>
566   1762010251                                                         <NA>
567   1762010252                                                         <NA>
568   1762010253                                                         <NA>
569   1762010254                                                         <NA>
570   1762010255                                                         <NA>
571   1762010257                                                         <NA>
572   1762015192                                                         <NA>
573   1762015193                                                         <NA>
574   1762015198                                                         <NA>
575   1762015200                                                         <NA>
576   1762015202                                                         <NA>
577   1762015203                                                         <NA>
578   1762015205                                                         <NA>
579   2490510045                                                         <NA>
580   2490510046                                                         <NA>
581   4270236321                                                         <NA>
582   4556878489                                Friends Church Donholm School
583   4903317522                                        Kifaru Primary School
584   5039111577                                                         <NA>
585   5039111578                                                         <NA>
586   5039111579                                                         <NA>
587   5039111580                                                         <NA>
588   5039111581                                                         <NA>
589   5039111582                                                         <NA>
590   5501772222                         St. Mary Immaculate School - Mihango
591   6259798889                             Embakasi Garrison Primary School
592   6259798904                                 Good Testimony Junior School
593   6259798907                                    New Junior Campus Academy
594   6259798957                                              St.Mary Academy
595   6259798979                                                         <NA>
596   6259798980                                                         <NA>
597   6259810687                             Edelvale Girls' Secondary School
598   6817327487                                                         <NA>
599   6817327488                                                         <NA>
600   6817327489                                                         <NA>
601   6817327490                                                         <NA>
602   7223822513                                                         <NA>
603   7223822518                                                         <NA>
604   7223822519                                                         <NA>
605   7224984858                                                         <NA>
606   7224984859                                                         <NA>
607   7224984861                                                         <NA>
608   7224984862                                                         <NA>
609   7225458210                                                         <NA>
610   7225458211                                                         <NA>
611   7225458212                                                         <NA>
612   7225458213                                                         <NA>
613   7225458214                                                         <NA>
614   7226694041                                                         <NA>
615   7226694042                                                         <NA>
616   7226694043                                                         <NA>
617   7226694044                                                         <NA>
618   7226694045                                                         <NA>
619   7226694046                                                         <NA>
620   7226694047                                                         <NA>
621   7226694048                                                         <NA>
622   7226694049                                                         <NA>
623   7226694050                                                         <NA>
624   7226694051                                                         <NA>
625   7226694052                                                         <NA>
626   7685658174                                                         <NA>
627   7685658175                                                         <NA>
628   7685658176                                                         <NA>
629   7685658177                                                         <NA>
630   7685658178                                                         <NA>
631   7685658179                                                         <NA>
632   7685658180                                                         <NA>
633   7685658181                                                         <NA>
634   7685658182                                                         <NA>
635   7685658183                                                         <NA>
636   8168673391                                             Melissah Academy
637   8394921588                                         Vision Stars Academy
638   9047517568                                                         <NA>
639   9047517569                                                         <NA>
640   9047517570                                                         <NA>
641   9047517571                                                         <NA>
642   9732361687                                                         <NA>
643   9732361688                                                         <NA>
644   9732361689                                                         <NA>
645   9732361690                                                         <NA>
646   9732361691                                                         <NA>
647   9732361692                                                         <NA>
648   9756961176                                                         <NA>
649   9763778099                                                         <NA>
650   9763778128                                                         <NA>
651   9763778129                                                         <NA>
652   9769495428                                                         <NA>
653   9800781652                                   Embakasi Benedicta Academy
654   9800959214                                                         <NA>
655   9873760268                                                         <NA>
656   9873760269                                                         <NA>
657  10742573430                                                         <NA>
658  10742573431                                                         <NA>
659  10742573432                                                         <NA>
660  10742573433                                                         <NA>
661  10742573434                                                         <NA>
662  10742573435                                                         <NA>
663  10742573436                                                         <NA>
664  10742573437                                                         <NA>
665  10742573438                                                         <NA>
666  10742573439                                                         <NA>
667  10997396505                                        ACK St. Monica School
668  11005644006                                        PEFA Christian school
669  11007740435                                                 Mwamba Ridge
670  11373332527                                                         <NA>
671  11373332528                                                         <NA>
672  11373332529                                                         <NA>
673  11373332530                                                         <NA>
674  11373332531                                                         <NA>
675  11373332532                                                         <NA>
676  11397886984                                      Mihang'o Primary School
677  11656242412                                                         <NA>
678   1431696789                                    Altaawon Education Center
679   1732933774                                Alfa And Omega Primary School
680   1732933794                              Faith Intergarted Center School
681   1732933810                     Korogocho Glory Primary/Secondary School
682   1732933828                                        New Starlight Academy
683   1732933843                                   Primary Chirld Care Center
684   1736275869                              Hands Of Hope Child care centre
685   1736275875                                    Kisumu Ndogo NFECK School
686   1736275924                           super action Rehabilitation center
687   1736275928                  napenda kuishi Rehabilitation center/School
688   1736275941                                     St Clares Primary School
689   1828380624                                                         <NA>
690   1828380626                                                         <NA>
691   1828380631                                                         <NA>
692   1828380633                                                         <NA>
693   1828380638                                                         <NA>
694   1828380642                                                         <NA>
695   1828380644                                                         <NA>
696   1828380647                                                         <NA>
697   1828380648                                                         <NA>
698   1828380651                                                         <NA>
699   1828380652                                                         <NA>
700   1828380654                                                         <NA>
701   2405798451                                               Unnamed school
702   2405823263                                 Bridge International Academy
703   2405823266                                         Clara Primary School
704   2405823267                                Clare Baby and Primary School
705   2405823274                                   Emaculate secondary school
706   2405823276                                       Genesis Primary School
707   2405823277                                     Genesis Secondary School
708   2405823281                                             Greenland Centre
709   2405823282                                                 Hope Academy
710   2405823293                                    Motilone Education Centre
711   2405823301                                          Roho Primary school
712   2405823307                                              Sunrays Primary
713   2405823308                                       Super Education Centre
714   2405823310                                   Vemi Academy and Baby Care
715   2405823311                                               Wisdom Academy
716   2405836217                                          Calcuta high school
717   2405836230                                                Emmaus centre
718   2405836259                                         Lucky shamir academy
719   2405836287                                                 Prime school
720   2405836303                                           Six to six academy
721   2405836314                                  St. Steven's primary school
722   2405836318                                              Wayside academy
723   2405854914                                Gracious hope learning centre
724   2405854917                                         Kasa Emmanuel school
725   2405854923                                      Nyasweda Primary school
726   2405854927                                  St. Joseph Secondary School
727   3723143870                                  alliance vision high school
728   3723143872                                       anglican chuch primary
729   3723143874                                       bestan children centre
730   3723143878                                             bora afya school
731   3723143885                              damascus nursery and SHG school
732   3723143886                                       daniel comboni primary
733   3723143887                                           day shelter centre
734   3723143888                                              destiny primary
735   3723143901                           highridge baptist boarding primary
736   3723143909                                        hope and care primary
737   3723143914                                           jambo toto primary
738   3723143918                                        kazi barasa baby care
739   3723143919                              kenya foundation nursery school
740   3723146937                                               madrasa school
741   3723146939                                                makao primary
742   3723146943                                     missions of hope primary
743   3723147503                           rehema children home/rescue centre
744   3723147504                                        rehema daycare school
745   3723147508                                         St. Clares Secondary
746   3723147509                                      st.francis of asisi sec
747   3723147510                  tartola child rescue and educational centre
748   5520034968                                               BigPen Academy
749   6445077911                                         Kenya Muslim Academy
750   9166914517                                         Kenya Muslim Academy
751   9166926918                        Kariobangi Adventist Education Centre
752   9166926919                        Kariobangi Adventist Education Centre
753   9166960717                                  Marakim Preparatory Cottage
754   9166969517                                   Markim Preparatory Cottage
755   9166997017                         KAG Mathare Child Development Center
756   9167044817                         KAG Mathare Child Development Centre
757    878845707                                  polystar educational centre
758    878845809                                   merry cliff junior academy
759    878845990                                        imara tripoly academy
760    878846125                                             utu wema pri.sch
761    878846126                               our lady of visitation pri.sch
762    878846167                     Embakasi Girls Boarding Secondary School
763    878846209                                        GLORIOUS LAND ACADEMY
764    878846630                          Galaxy Secondary School/ Black Spot
765    878846662                                             emirates pri.sch
766    878846740                                           St.Caspers Academy
767    878847332                                             Catholine school
768    878847346                                        neema vineyard school
769    878847369                                     Gramo joy Primary school
770    878847386                                             st.james academy
771    878847413                                  Shiners CC Secondary School
772    914492927                                   The Riara Group of Schools
773    914492934                  Seventh Day Adventist / Imara Daima Academy
774    914492943                                               Gatoto Primary
775    914492966                                               KYDF secondary
776    914492968                                   Church on the Rock Primary
777    914492969                                       Emanuel Primary School
778    949597323                                    Kwa Njenga Primary School
779    949597326                                       Baptist Primary School
780    949597371                                           New Dawn Community
781    949597383                                              Joyland Academy
782    949597387                                  Star Of Hope Primary School
783    949597395                                              Jobenpha School
784    949597408                                       Mara Children's Centre
785    949597417                           Arts Centre (Little Bells Pri Sch)
786    949597418                                 Better Life Community School
787    949597436                                                Agape Primary
788    949597464                                                Komido Center
789    949597470                                                         <NA>
790    949597481                                             Red-Roof Academy
791    949597490                                           Blue Shine Academy
792    949597540                                                 Cana Pri Sch
793    949597571                                              St John Academy
794    949597588                                     Mwangaza tumaini primary
795    949597642                                     Our Lady Of Nazareth Pri
796    949597654                                         Flama Junior Academy
797    949597665                                        Rueben Baptist School
798    949597793                            Jovial Community Education Centre
799    949597840                               St. Jude'S Catholic Church Ecd
800    949597859                                       Imani Community School
801    949597877                                         Little Bells Pri Sch
802    949597915                            Stevens Academic Community Centre
803    949598047                                 Neema Rehab Community School
804    949598062                                 Reuben Pry Sch & Polytechnic
805    949598078                                      Angaza Community School
806    949598134                                 Maria Goretti Nursery School
807    949598174                                       Baptist Primary School
808    949598184                                   All Jamaica Junior Academy
809    949598187                                  Downstream Community School
810    949598230                                                  Sidarec Ecd
811   1417861297                                   Highlight Secondary School
812   1417861316                                             Twinster Academy
813   1417861344                                    Comido Educational Centre
814   1417861353                                  Bridge International School
815   1417918709                                          Isiah Kings Academy
816   1417918710                                      Jophen Community School
817   1417918723                                              Rodrise Academy
818   1417918725                                     St. johns primary school
819   1419004968                                Blessed Salon Training School
820   1419004980                                   Geotas Hope Academy Centre
821   1419004982                                      Hopevine Junior Academy
822   1419004987                                        Jophen Primary School
823   1419004996         Perfect Touch Hair and Beauty Centre Training School
824   1419004998                                      Progress Junior Academy
825   1419005003                                         St. Stephens Academy
826   1419005005                              Tuinuane Mukuru Training Centre
827   1419005020                                              Winster Academy
828   1419101736                                      Lebanon Juniour Academy
829   1419101739                                      Mukuru Education Center
830   1419101747                                      Angaza Community School
831   1419101752                                               Optica Academy
832   1419101759                                 River of life Primary school
833   1419101766                                         Victory Gift Academy
834   1419101770                                             Fabulous Academy
835   1419101780                                           St. Alloys Academy
836   1432507879                                          Brain house academy
837   1432507881                                             By faith academy
838   1432508029                                           New Dawn Community
839   1432508031                                     New light leaners centre
840   1432508044                                         Rueben vision school
841   1437347777                                            Betterlife school
842   1437347918                                  Siku njema education centre
843   1446059177                                         Flama Junior Academy
844   1446059238                                       Baptist Primary School
845   1446059289                                               Bridge academy
846   1453973030                                      joyland children centre
847   1535001252                                 Reuben Centre Primary School
848   1606496690                                                         <NA>
849   1606496706                                                         <NA>
850   1606496714                                                         <NA>
851   1606496725                                                         <NA>
852   1677041835                                                         <NA>
853   1677041839                                                         <NA>
854   1677041841                                                         <NA>
855   1677041843                                                         <NA>
856   1677041845                                                         <NA>
857   1678061748                                                         <NA>
858   1678079270                                  Bridge International School
859   1678079289                                    St Marys Secondary School
860   1678174277                                                         <NA>
861   1678174281                                                         <NA>
862   1678174284                                                         <NA>
863   1683106442                        Our Lady Of Visitation Primary School
864   1683193039                                       Riara Group of Schools
865   1999653256                                 Bridge international academy
866   1999709935                                      galaxy secondary school
867   1999709958                                   prolabora education centre
868   2001268209                                      Bahati secondary school
869   2001268234                                            Brightons academy
870   2001268239                                       Damasca primary school
871   2001268303                           Jaombi community foundation school
872   2001268317                                                 Pefa academy
873   2001268349                                       St.Jude primary school
874   2001268352                               Stephens centre for excellence
875   2145391058                           Our Lady of Mercy Secondary School
876   2490510044                                                         <NA>
877   2490510048                                                         <NA>
878   2608955095                                                         <NA>
879   2608955096                                                         <NA>
880   2608955097                                                         <NA>
881   2608955098                                                         <NA>
882   5704554335                                 St. Elizabeth Primary School
883   5704643042                                       Flama education centre
884   6013116535                                                         <NA>
885   8048710128                                                         <NA>
886   8048710129                                                         <NA>
887   8048710130                                                         <NA>
888   8048710131                                                         <NA>
889    550105831                                        Busara Primary School
890   3723143857                                                AIPCA primary
891   9169178418                                    Kingdom Living Now School
892    282407449                                                         <NA>
893    282407456                                                         <NA>
894   1038103774                                     Inspiration Baby College
895   1038103776                         Bridge International Academy - Gumba
896   1038103794                                         Abundant Life School
897   1038193564       Good Samaritan Children Home and Rehabilitation Center
898   1038202744                                      Ebenezar Primary School
899   1101714916                                                         <NA>
900   1101714918                                                         <NA>
901   1101714939                                                         <NA>
902   1101714948                                                         <NA>
903   1101714950                                                         <NA>
904   1101714955                                                         <NA>
905   1101714961                                                         <NA>
906   1101714968                                                         <NA>
907   1101714977                                                         <NA>
908   1101714980                                                         <NA>
909   1101714991                                                         <NA>
910   1101714999                                                         <NA>
911   1101715001                                                         <NA>
912   1101715005                                                         <NA>
913   1103092195                               St.Micheals Educational Center
914   1103092371                                   Mathare Family Hope Center
915   1103092451                                              Why Not Academy
916   1110239839                                     St.Mary Community Center
917   1110239854                                         Funzo junior school.
918   1110239856                                                 St Antonieta
919   1110239861                                      ST .paul primary school
920   1112885024                                            Thayu kindergaten
921   1123201114                                      St.Ann Day Care Nursery
922   1124611713                                                         <NA>
923   1124611721                                                         <NA>
924   1124611728                                                         <NA>
925   1124611729                                                         <NA>
926   1124611745                                                         <NA>
927   1124611751                                                         <NA>
928   1124611773                                                         <NA>
929   1124611779                                                         <NA>
930   1124611787                                                         <NA>
931   1124611829                                                         <NA>
932   1124611832                                                         <NA>
933   1124611868                                                         <NA>
934   1124611878                                                         <NA>
935   1124611902                                                         <NA>
936   1124611908                                                         <NA>
937   1124611913                                                         <NA>
938   1124611920                                                         <NA>
939   1124611926                                                         <NA>
940   1124611941                                                         <NA>
941   1124611945                                                         <NA>
942   1124611953                                                         <NA>
943   1124711892                                                         <NA>
944   1124711917                                                         <NA>
945   1124711921                                                         <NA>
946   1124711961                                                         <NA>
947   2105375801                                                         <NA>
948   2105460696                          St Teresa's Girls' Secondary School
949   2361262486                                                         <NA>
950   2361262488                                                         <NA>
951   2361262490                                                         <NA>
952   2361262492                                                         <NA>
953   2361262494                                                         <NA>
954   2361262496                                                         <NA>
955   2361262498                                                         <NA>
956   2361262500                                                         <NA>
957   2361262502                                                         <NA>
958   2361262504                                                         <NA>
959   2361262506                                                         <NA>
960   2361262508                                                         <NA>
961   2361262510                                                         <NA>
962   2361262511                                                         <NA>
963   2361262514                                                         <NA>
964   2361262516                                                         <NA>
965   2361262518                                                         <NA>
966   2361262520                                                         <NA>
967   2361262521                                                         <NA>
968   2361262523                                                         <NA>
969   2361262525                                                         <NA>
970   2361262527                                                         <NA>
971   2361262529                                                         <NA>
972   2361262531                                                         <NA>
973   2374943971                              Muungano Adult Education Center
974   4454756893                     Missions Of Hope International (bondeni)
975   4454756894                              Destiny Junior Education Centre
976   4454756895                                     Forward Education Center
977   4454756896                                      Naioth Education Centre
978   4454756897                                          Valley View Academy
979   4456606596                                   Maranatha Education Center
980   4456606815                                        Faith Newdawn Academy
981   4456611009                                         AIC Zion High School
982   4457506593                                    AIC Zion Education Centre
983   4457507291                                               Codman Academy
984   4457550090                                   Maranatha Education Centre
985   4457763959                                         Abundant Life School
986   4461458485                                      Codman Secondary School
987   4461458486                                        Neci Education Centre
988   4461458487              St James Feeding Programme and Learning Project
989   4461458488                      Community Care Educational Organization
990   4461496406                                           Balozi High School
991   4461510623                                  Fountain Preparatory School
992   4461519044                                       Jorum Education Center
993   4462892677                                Maji Mazuri Headstart Academy
994   4464601890                                Maji Mazuri Headstart Academy
995   4464622786                                           MCO Primary School
996   4464711189                                 Cross-Plain Community Center
997   4465952472                             Mathare Community Outreach (Joy)
998   4465955077                                                Maana Academy
999   4467499562                              Shofco Mathare School for Girls
1000  4472311597                                       Hope Compassion Centre
1001  5475170861                                                         <NA>
1002  5475170862                                                         <NA>
1003  5475170863                                                         <NA>
1004  5886553885                                           Moi Forces Academy
1005  6445077889                                                 Jessi School
1006  6445077891                               Missions of Hope International
1007  6445077893                          Undugu Basic Education Unit Mathare
1008  6445077901                                          Mama Africa Academy
1009  6445077905                                         Daima Primary School
1010  6445077914                             St Teresa's Girls Primary School
1011  6445077915                                        Eden Community School
1012  6445081192                                  Destiny Community Education
1013  6445081197                                Eden Annex Preparatory School
1014  6445081205                                          Ananda Marga School
1015  6445081219                                       Emmanuel Middle School
1016  6445081220                                     The Affluent High School
1017  6445081224                                        Salama Primary School
1018  6445111391                                          Ananda Marga School
1019  6445111394                                         AIPCA Ngei 2 Academy
1020  6445111396                                    Ngei PAG Education Center
1021  6445111397                                              St Ruth Academy
1022  6445111398                              Mathare Special Training Centre
1023  6445111402                                        Wakibe Junior Academy
1024  6445111406                                Eden Annex Preparatory School
1025  6445111411                                         Brainiac High school
1026  6445111413                                      Mission of Hope Nigeria
1027  6445111415                                      Rosken Education Centre
1028  6445111416                                               Jorum E Center
1029  6445111417                                       Blessed Junior Academy
1030  6445111419                                 Spring View Education Center
1031  6445111420                                           Mum's Care Academy
1032  6445111421                               Joy Community Education Centre
1033  6445111422                                        Star Education Centre
1034  6445129687                                    Ngei PAG Education Center
1035  6445129688                                       Bishop Gitonga Academy
1036  6445129690                                     Destiny Community School
1037  6445132385                                        Mumo Education Center
1038  6445132389                                   Ndururuno Secondary School
1039  6445132390                                     Ndururuno Primary School
1040  6445137985                                            Amaizing Day Care
1041  6445138085                                        Community Care School
1042  6583228985                                           Moi Forces Academy
1043  8128702910                                           Emmanuel baby care
1044  8128746631                                                      Joy Day
1045  8128822739                                            Blessed Baby Care
1046  8128866092                                     Blessed Education Centre
1047  8128894421                                          St Pauline Day Care
1048  8128906911                                         Smart Brains Academy
1049  8129000931                                               Destiny School
1050  8129001741                                               Destiny School
1051  8157561205                                                Neeves School
1052  8157631065                                 Spring View Education Center
1053  8157725956                              Destiny Junior Education Centre
1054  8157770298                                                  Lea Daycare
1055  8157780961                                          Blessings Baby Care
1056  8184260965                                               School Of Hope
1057  8184322538                                       Hope Compassion Center
1058  8184322539                                           Ana Martin Escuela
1059  9134752817                                       Judah Education Centre
1060  9134851417                           Strong Foundation Education Centre
1061  9134893317                           Strong Foundation Education Centre
1062  9134936917                                        Community Care School
1063  9137254518                                         Angel Junior Academy
1064  9137409517                                         Angel Junior Academy
1065  9137438617                                          Valley View Academy
1066  9137549717                                     Inspiration Baby College
1067  9151258417                                 Cross-Plain Community Center
1068  9154240767                                           Edom Spring School
1069  9154422598                               Joy Community education center
1070  9154643490                                     Seraphine Academy School
1071  9154742397                               St Teresa's Pre Primary School
1072  9154949209                                     Destiny Community School
1073  9157423748                                       Roots Institute Centre
1074  9157462997                                Edom Springs Community School
1075  9157510917                                Precious Child Juniour School
1076  9157526117                                 Precious Child Junior School
1077  9157611045                                        Star Education Centre
1078  9157650731                                          Missions of Hope BH
1079  9157734217                              Woka Tender Care Junior Academy
1080  9160478755                                      Neci Educational Center
1081  9160854674                                       The Spring view School
1082  9160876505                                        Kiboro Primary School
1083  9161134707                                                Recada School
1084  9162822140              St James Feeding Programme and Learning Project
1085  9163117746                                    Ngei PAG Secondary School
1086  9163166531                                             St. Ruth Academy
1087  9163195733                                         Maxdais Faith School
1088  9163285495                        Masewani Community Educational Center
1089  9163316047                             Sweet Berries Educational Centre
1090  9163324818                                    Furaha Preparatory School
1091  9163361080                             Sweet Berries Educational Centre
1092  9163367046                                             Promotion School
1093  9163373603                                St Ann Daycare Nursery School
1094  9163394709                                    Roses Daycare and Academy
1095  9163404480                                    Roses Daycare and Academy
1096  9163860973                              Golden Bells Educational centre
1097  9163867300                                Golden Bells Education Centre
1098  9163900981                                    Kanyaa Educational Centre
1099  9163908895                             Mathare outreach community (Joy)
1100  9163975211                                   MCO Mixed Secondary School
1101  9167876768                                 Bridge International Academy
1102  9168605551                             Shiners Faith Development Centre
1103  9168657279                                        Mumo Education Centre
1104  9169137017                                Valley Gates Education Centre
1105  9169143617                                Valley Gates Education Center
1106  9169169217                                      Goodstart Junior School
1107  9169179517                                      Goodstart Junior School
1108  9169505385                                                Balozi school
1109  9169559604                           Destiny Community Education Centre
1110  9169559923                           Destiny Community Education Center
1111  9170670413                                          Mama Africa Academy
1112  9170724851                                St.Michael Educational Centre
1113  9173898977                            Mathare Community Outreach School
1114 10537647337                                                         <NA>
1115 10537647338                                                         <NA>
1116 10537647340                                                         <NA>
1117 10537647345                                                         <NA>
1118 10537647346                                                         <NA>
1119 10537647350                                                         <NA>
1120 10537647351                                                         <NA>
1121 10537647365                                                         <NA>
1122 10537647366                                                         <NA>
1123 10537647377                                                         <NA>
1124 11138588986                                                         <NA>
1125 11138588987                                                         <NA>
1126 11153601399                                                         <NA>
1127 11236747235                                                         <NA>
1128 11236747236                                                         <NA>
1129 11236747237                                                         <NA>
1130 11236747238                                                         <NA>
1131 11236747239                                                         <NA>
1132 11236747240                                                         <NA>
1133 11236747241                                                         <NA>
1134 11236747244                                                         <NA>
1135 11236747245                                                         <NA>
1136 11236747288                                                         <NA>
1137 11676247114                                 New Eastleigh Primary School
1138   734051761                                           Blue Hills Academy
1139  1875584928                                                         <NA>
1140  2647292117                                                         <NA>
1141  2647292119                                                         <NA>
1142  2647292122                                                         <NA>
1143  2647292124                                                         <NA>
1144  4194272066                                                         <NA>
1145  5039111574                                                         <NA>
1146  5039111575                                                         <NA>
1147  5039111576                                                         <NA>
1148  5039111583                                                         <NA>
1149  5039111584                                                         <NA>
1150  5039111585                                                         <NA>
1151  5039111586                                                         <NA>
1152  5039111587                                                         <NA>
1153  5039111588                                                         <NA>
1154  5039111589                                                         <NA>
1155  5886555685                                      De Paul Catholic School
1156  6224915376                                                         <NA>
1157  6224915377                                                         <NA>
1158  6224915378                                                         <NA>
1159  6224915379                                                         <NA>
1160  6224915380                                                         <NA>
1161  6224915381                                                         <NA>
1162  6224915382                                                         <NA>
1163  6224915383                                                         <NA>
1164  6224915384                                                         <NA>
1165  6247215858                  Queen Of Apostles Seminary Secondary School
1166  6249063035                                    Kasarani Group of Schools
1167  6249168416                                          Mt. Laverna Academy
1168  6249168490                                Baraka Mixed Secondary School
1169  6249168509                                        Murema Primary School
1170  6826671306                                        Mount Laverna Academy
1171  6827344681                                   Providence Academy Primary
1172  7148016582                                                         <NA>
1173  7148016583                                                         <NA>
1174  7148016584                                                         <NA>
1175  7148016585                                                         <NA>
1176  7153968534                                                         <NA>
1177  7153968535                                                         <NA>
1178  7153968536                                                         <NA>
1179  7153968537                                                         <NA>
1180  7440986345                                                         <NA>
1181  7440986346                                                         <NA>
1182  7440986347                                                         <NA>
1183  7440986348                                                         <NA>
1184  7731361587                                                         <NA>
1185  7731361588                                                         <NA>
1186  7731361589                                                         <NA>
1187  7731361590                                                         <NA>
1188  7731361591                                                         <NA>
1189  7731361592                                     St. Anne's Lifred School
1190  8560325539                                Blessed Pavel Catholic School
1191  9569226997                                                         <NA>
1192 10011081045                                           st. Antony academy
1193 10941459897                                                 King college
1194   478551902                              Shadrack Kimalel Primary School
1195   612004748                                                         <NA>
1196   612004749                                                         <NA>
1197   612004860                                                         <NA>
1198   612004864                                                         <NA>
1199   612004865                                                         <NA>
1200   612004907                                                         <NA>
1201   612004909                                                         <NA>
1202   612004911                                                         <NA>
1203   612004912                                                         <NA>
1204   612004916                                                         <NA>
1205   612004919                                                         <NA>
1206   612004933                                                         <NA>
1207   612004935                                                         <NA>
1208   612004954                                                         <NA>
1209   612004955                                                         <NA>
1210   612004956                                                         <NA>
1211   612004957                                                         <NA>
1212   612004958                                                         <NA>
1213   612006972                                                         <NA>
1214   612007086                            Bridge of Hope Educational Centre
1215   612007152                                       Olympic Primary School
1216   612007263                                               Kibera Academy
1217   612007264                             Kambi Muru Tenderlets CBO School
1218   612007279                           Mashimoni Squatters Primary School
1219   612007412                                  Rudolf High School (Closed)
1220   612007413                                       Lindi Ushirika Primary
1221   612007447                                   Calvary Educational Centre
1222   612007489                               Mzalendo High Technical Center
1223   612007554                                           Palm Olive Academy
1224   612007576                                        Robter Nursery School
1225   612007585                                         Ammsa Junior Academy
1226   612007672                                    Laini Saba Primary School
1227   612007690                               Kibera YMCA Educational Center
1228   612007716                                                Jakes Academy
1229   612008379                                         Lindi Friends School
1230   612008500                                           Tenderlings School
1231   612008764                                           New Life MC School
1232   612009018                                   Calvary Educational Centre
1233   612009191                                     Red Rose Children Center
1234   612009192                                         Berith Bible College
1235   612011358                                Kibera Glory Secondary School
1236   662794312                                        Chemichemi Ya Tumaini
1237   748777107                                               New Joy Centre
1238   748777109                                     Pracious Children Centre
1239   748782275                          Miracle And Victory Children Centre
1240   748782276                              Kibera Academy Secondary School
1241   748782277                                      Tumaini Juniour Academy
1242   748803831                                             Goodnews Academy
1243   748804441                                                    Don Bosco
1244   748804550                             Jamhuri Assembly School (Closed)
1245   748804556                                 Maranatha Laini Saba Academy
1246   748805433                                        Church of God Primary
1247   748826131                                Kibera Free Methodist Academy
1248   748826133                                        Magoso Primary School
1249   748828881                     Kibera Community Centre(Springs of Love)
1250   748833033                         Green House Pre-Unit School For Deaf
1251   748833035                                               Valley of Hope
1252   748833039                             Kibera Center For Evangelization
1253   748858916                        Shepherd Staff Junior Children Centre
1254   748858917                                     Ushirika Children Centre
1255   748863830                                     Jesus Winners Pre-School
1256   752219201                                                  YMCA School
1257   752254027                                                 P A G School
1258   752254053                                   St Veronica Nursery School
1259   752276386                                       Graebens Driving Shool
1260   752276387                                           Three Bells Center
1261   752317805                                  Optimist Educational Centre
1262   752317837                                         Baraka Junior School
1263   752352033                                     Raila Educational Centre
1264   752388466                                                St Batholomew
1265   752394857                                           Tenderlings School
1266   752394881                                         Ayany Primary School
1267   752394892                                        Kibera Primary School
1268   761956459                                Joysprings Educational Centre
1269   761992157                                    St Collins Nursery School
1270   775535480                                   Stara Rescue Centre School
1271   890550499                                         Anwar Junior Academy
1272   890550597                                           Better Life Center
1273   890550633                                               Kibera Day ECD
1274   890550666                                     Raila Educational Centre
1275  1015625631                                      Inua Mimi Rescue Centre
1276  1239977190                                                         <NA>
1277  1239977195                                                         <NA>
1278  1239977238                                                         <NA>
1279  1239977246                                                         <NA>
1280  1239977262                                                         <NA>
1281  1239977283                                                         <NA>
1282  1239977285                                                         <NA>
1283  1239977289                                                         <NA>
1284  1576448573                                                         <NA>
1285  1576448574                                                         <NA>
1286  1576448575                                                         <NA>
1287  1576448576                                                         <NA>
1288  1576448577                                                         <NA>
1289  1577711334                          All Saints Cathedral Primary School
1290  1712435882                                           Palm Olive Academy
1291  1764155302                               Riara Group of Schools Primary
1292  1768443464                                       New HorizonHigh School
1293  1771323210                                                Akili Complex
1294  1771323214                                       Kingulu Primary School
1295  1771323215                                      Love Africa Somi School
1296  1864056792                                 Little Prince Primary School
1297  1875796680                               Joseph Kangethe Primary School
1298  1875796681                                     Moi Girls School Nairobi
1299  1875796682                                      Nairobi Training Centre
1300  1875796685                                           Toi Primary School
1301  2066040973                                              Jamhuri Primary
1302  2115330631                                       Mbagathi Road Primary.
1303  2477075170                                                         <NA>
1304  2477075171                                                         <NA>
1305  2477075172                                                         <NA>
1306  2477075173                                                         <NA>
1307  2491664612                                                         <NA>
1308  2491664613                                                         <NA>
1309  2491664614                                                         <NA>
1310  2491664615                                                         <NA>
1311  2499021362                                                         <NA>
1312  2499021364                                                         <NA>
1313  2499021365                                                         <NA>
1314  2499021366                                                         <NA>
1315  2499021367                                                         <NA>
1316  2499021368                                                         <NA>
1317  2604599190                                                         <NA>
1318  2604599191                                                         <NA>
1319  2604599192                                                         <NA>
1320  2604599193                                                         <NA>
1321  2604599194                                                         <NA>
1322  2604599195                                                         <NA>
1323  2604599196                                                         <NA>
1324  2604599197                                                         <NA>
1325  2604599198                                                         <NA>
1326  2604599199                                                         <NA>
1327  2847951200                                         Glory Primary School
1328  2923089741                                  Lindi Friends School Kibera
1329  2923291988                                            Kara Kids Centtre
1330  2923338570                                        Emuhaya Rescue Rentre
1331  2923338571                                           MOC Nursery School
1332  2923436815                          Imani Jere Children Center (Closed)
1333  2923436819                                   Shalyne Educational Centre
1334  2923513480                                       Adventure Pride Centre
1335  2923513482                                Holy Trinity Education Centre
1336  2923513483                                   Calvary Educational Centre
1337  2923513484                                                Calyx Academy
1338  2923513485                                                Calyx Academy
1339  2923513486                                       Elite Visionary School
1340  2923513487                                          God's Mercy Academy
1341  2923513489                                      Kicoshep Nursery School
1342  2923513490                                      Kicoshep Primary School
1343  2923513493                              Mercy Junior Educational Centre
1344  2923513494                              Mercy Junior Educational Centre
1345  2923513495                                     New Joy Centre chemistry
1346  2923513496                                  Optimist Educational Centre
1347  2923513498                                          St. Gyaviira Centre
1348  2923513500                                   Stara Rescue Centre School
1349  2923814192                               Tusaidie Watoto Project Kibera
1350  2923814193                                    The Green Pastures School
1351  2923814196                                Joysprings Educational Centre
1352  2923814197                                Salvation Army Nursery School
1353  2923815701                                      Shammah Children Centre
1354  2923815702                                      Shammah Children Centre
1355  2923815706                                        St Andrews ACK School
1356  2923815712                         St Georges Ordhodox Community Centre
1357  2930995487                                               Lumina Academy
1358  2932284090                                   High Flyer Children Centre
1359  2932284092                                     Nairobi West High School
1360  2932284094                                      Redrose Children Centre
1361  2932284095                                 Chema Vision Children Centre
1362  2932284096                                 Chema Vision Children Centre
1363  2935262132                         Facing The Future Educational Centre
1364  2935262133                                               Happy Kids ECD
1365  2935262134                                        Mashimoni Friends ECD
1366  2935485237                                Hope Restoration Centre Kenya
1367  2935485238                             John Paul Mixed Secondary School
1368  2941807997                                     All Nations PEFA Academy
1369  2941807998                             Cherry Children Education Centre
1370  2941808000                                         Transform Faith Hope
1371  2950176596                       The Great Achievers Preparatory School
1372  2951976091                                               Angels of Hope
1373  2951976094                                      Havilla Children Centre
1374  2951976096                                    Jeremic Adventist Academy
1375  2951976097                                          Three Bells Primary
1376  2951976098                                       Young Achievers School
1377  2952187232                         Mashimoni Squatters Secondary School
1378  2952206939                                          St John PAG Nursery
1379  2952206941                                     St Judy Community Centre
1380  2952263120                                         Desert Stream School
1381  2952263121                                  Elite Visionary High School
1382  2952263122                                            Lasoha Pre-school
1383  2952263123                                 Lindi PAG Educational Centre
1384  2952263124                                    Raibow Educational Centre
1385  2952263125                                    Slumcare Community Centre
1386  2953922776                                    Little Angels Kids Centre
1387  2953922777                                                Magoso School
1388  2954147620                                      Strait Secondary School
1389  2959968890                                          Olympic High School
1390  2962598199                                         Amazing Grace_Closed
1391  2962598200                                         Carona Vision Centre
1392  2962598201                                           Harvest Pre-School
1393  2962598202                                       Soweto Resource Centre
1394  2962598204                                         Wings Nursery School
1395  2964954568                                           Tenderlings School
1396  2968491187                                   New Lang'ata Centre School
1397  2978013374                                        Loam Education Centre
1398  2978013376                                   Happy Kids Children Center
1399  2979078701                            Shadrack Kimalel Secondary School
1400  2979097967                            Star Of The Land Education Centre
1401  2979113005                                                Neema Academy
1402  2984275384                                       Gospel Revival Academy
1403  2984297815                                            Loving The Orphan
1404  2984297816                                 Neema Primary School Academy
1405  3004383269                                        Tunza Children Center
1406  3009031328                        Julie Hope Children and Rescue Centre
1407  3029503500                                           MOC Primary School
1408  3034459577                                              Little Rock ECD
1409  3070186504                                               Karama Academy
1410  3070186505                                               Karama Academy
1411  3070240345                                   St Juliet Education Centre
1412  3070240346                                   St Juliet Education Centre
1413  3070274195                                 Little Prince Primary School
1414  3073056064                                   Chrisco Educational Centre
1415  3082332223                                   Chrisco Educational Centre
1416  3082332224                                            Greatstar Academy
1417  3082332225                                Hope and Faith Junior Academy
1418  3082332226                              Jamy Quality Educational Centre
1419  3082332227                Kenya Adonai Masters And Servants Of Children
1420  3082332228                Kenya Adonai Masters And Servants Of Children
1421  3082332229                               Restoration Educational Centre
1422  3082332231                               St Florence Educational Centre
1423  3082332232                               St Florence Educational Centre
1424  3174474065                                    Perijang Education Centre
1425  3454366437                                       Utu Montessori Academy
1426  3454366438                                       Utu Montessori Academy
1427  3454416004                                     Brainstorm Junior School
1428  3454416006                                  Role Model Education Centre
1429  3459042563                                Sarah Juniour Children Centre
1430  3459074425                                          Victory Kindergated
1431  3533006869                                            Spurgeons Academy
1432  3533006870                                            Spurgeons Academy
1433  5112424649                                     Goodson Childcare Centre
1434  5112486230                                Rem Outreach Community Centre
1435  5112486231                                Rem Outreach Community Centre
1436  5112495242                                        Three Bells Secondary
1437  5112539268                  Christian Community Development Association
1438  5112539269                                  Goodlife Educational Centre
1439  5112568186                                               Angels of Hope
1440  5112588899                                      Havilla Children Centre
1441  5119234548                                   Young Achievers Pre-School
1442  5119249858                                          St. George Orthodox
1443  5134766588                                      Inua Mimi Rescue Centre
1444  5134766589                                    Jeremic Adventist Academy
1445  5134869728                                               Kibera Day ECD
1446  5134869729                                     Raila Educational Centre
1447  5134869730                            Star Of The Land Education Centre
1448  5134869731                       The Great Achievers Preparatory School
1449  5134901855                                        Tunza Children Center
1450  5170815428                                    The Green Pastures School
1451  5170840099                                             New Hope Academy
1452  5170840100                                             New Hope Academy
1453  5222701872                                                         <NA>
1454  5222701873                                                         <NA>
1455  5225712285                                                         <NA>
1456  5225712286                                                         <NA>
1457  5225712287                                                         <NA>
1458  5225712288                                                         <NA>
1459  5225712289                                                         <NA>
1460  5225712290                                                         <NA>
1461  5225712291                                                         <NA>
1462  5225712292                                                         <NA>
1463  5225879910                                                         <NA>
1464  5225879920                                                         <NA>
1465  5383781972                                                         <NA>
1466  5383781973                                                         <NA>
1467  5383781974                                                         <NA>
1468  5383781975                                                         <NA>
1469  5383781976                                                         <NA>
1470  5383781977                                                         <NA>
1471  5400815312                                                Shine Academy
1472  5400815313                                                Shine Academy
1473  5401775769                                                Jawabu School
1474  5401775807                                   St. Nicholas Senior School
1475  5412286010                                Kilimani International School
1476  5412286189                                                         <NA>
1477  5412286190                                                         <NA>
1478  5412286191                                                         <NA>
1479  5412286192                                                         <NA>
1480  5412286193                                                         <NA>
1481  5412286541                                               Moringa School
1482  5678296454                                                         <NA>
1483  5678296455                                                         <NA>
1484  5720427329                                                         <NA>
1485  5720427330                                                         <NA>
1486  5720427332                                                         <NA>
1487  5778472301                                      Jonlesta Primary School
1488  6021542944                                        Focus Top High School
1489  6021542946                                Grace of The Lord ECDE Centre
1490  6021550872                                                     New Life
1491  6178983002                                                         <NA>
1492  6178983003                                                         <NA>
1493  6178983004                                                         <NA>
1494  6586061435                        Sunflower Early Education Development
1495  7174839950                                     BornStar Children Center
1496  7174839951                              Silver Springs Secondary School
1497  7200228127                                       West Hill Kid's Centre
1498  7705248710                                                         <NA>
1499  7937498941                                               Joowia Academy
1500  7937755839                                 Seeds Of Hope Primary School
1501  7937755841                                                 One Girl Can
1502  7937755843                                                 Nyota Center
1503  7937755844                                  Jesus City Reigner Day Care
1504  7937755846                                Jamii Yetu Educational Centre
1505  7937755848                                             Wee care daycare
1506  7937755850                               Rainbow Community Unity Centre
1507  7937755851                                     Blessed children academy
1508  7937755855                                     Restoration Kindergarten
1509  7937755857                                       Early Childhood Centre
1510  7937755858                                        PCEA Education Center
1511  7937755860                                        Wisdom Ashrays Center
1512  7937755865                                           Foundation Of Hope
1513  7937755867                                            Good News Academy
1514  7937755869                                        Soweto Junior Academy
1515  7937755870                                        Ushirika Girls kibera
1516  7937755872                                           AIC Kibera Academy
1517  7937755873                                 Kibera Pride Children's Home
1518  7937755874                                                         <NA>
1519  7937755878                                                calendar shop
1520  7937755880                                  Brown Daisy Children Centre
1521  7937755882                                 Hope and Shine Kibera Centre
1522  7937824585                                              Salama Day care
1523  7937824587                                        St.Mary's High School
1524  7937824588                       Mary Mother of Hope Educational Centre
1525  7937824590                                         Helping Hands School
1526  7937824591                                    The promised Land Academy
1527  7937824593                                     Truerun Education Centre
1528  7937824595                               Lifespring Bible Church School
1529  9005211668                                                         <NA>
1530  9020282092                                                         <NA>
1531  9053052297                                  Goodlife Educational Centre
1532  9053123777                                          Green Field Academy
1533  9055577087                                        ELPO Community School
1534  9055739217                                        Tuungane Child Rescue
1535  9055745298                                           Grace Land Academy
1536  9055766085                                                 Star of Hope
1537  9055969745                                  Karanja Road Nursery School
1538  9058295220                                      Israel Education Center
1539  9075862089                                     Shalyne Education Centre
1540  9108270507                                 Chema Vision Children Center
1541  9108401529                          Brainstorm Junior Children's Centre
1542  9110213222                                      Tapa Educational Centre
1543  9114034896                              Garden of Hope Education Center
1544  9114039451                              Garden of Hope Education Center
1545  9114337333                                           Jumige City Center
1546  9114398530                                  United of Charin Kds Center
1547  9119342264                                     Community Pillars Center
1548  9119355587                                Kibera Free Methodist Academy
1549  9119356135                                     Community Pillars Center
1550  9119480630                                  Ushirika School Pre-Primary
1551  9119593360                                          Golf Course Academy
1552  9119608258                                    Church of God Pre-Primary
1553  9119608324                              Golf Course Academy Pre-Primary
1554  9122747111                                      Aldama Education center
1555  9125919261                                                  Kibera YMCA
1556  9125922844                                     Glory Pre-Primary School
1557  9128632154                                              Joy Hope Centre
1558  9128658716                                   Word Bible Children School
1559  9128817050                                     Bornstar Children Center
1560  9128834011                                        Kibera School of Hope
1561  9128848285              Christadelphian Bible Mission Educatonal Center
1562  9129103310                                             Perijang Primary
1563  9129136345                                        Wisdom Ashrays Center
1564  9131271942                      Tunza Africa children Center and School
1565  9137249755                                        Ceery children centre
1566  9137312285                         St Martine school and daycare center
1567  9137478430                                New horizons Secondary School
1568  9139621563                                 Lind PAGi Educational Center
1569  9139679247                               Abundant Grace Children Center
1570  9139823597         Jumige ECD center (lasoha community children center)
1571  9216102018                                  Kibera Girls Soccer Academy
1572  9972960084                                                         <NA>
1573  9972960085                                                         <NA>
1574  9972963848                                                         <NA>
1575  9972963849                                                         <NA>
1576  9973320262                                                         <NA>
1577  9973320264                                                         <NA>
1578 10780885565                                               garden of hope
1579 10780885566                                                          ECD
1580 10780885592                                                       school
1581 10780885593                                                 lindi school
1582 10780885596                                      PIGI EDUCATIONAL CENTRE
1583 10780885598                                         desert stream school
1584 10780885602                                                 neema school
1585 10780885603                                     lini saba primary school
1586 10780953106                                           st.martin's school
1587 10780953107                                                magoso school
1588 10780953111                                          kibera girls school
1589 10780953124                                      ushirika primary school
1590 10788139059                                garden of hope primary school
1591 10788139060                                                  ymca school
1592 10789830945                                   calvary educational centre
1593 11049399889                                                         <NA>
1594 11049399890                                                         <NA>
1595 11049399891                                                         <NA>
1596 11049399892                                                         <NA>
1597 11049399893                                                         <NA>
1598 11049399894                                                         <NA>
1599 11049399895                                                         <NA>
1600 11049399896                                                         <NA>
1601 11049399897                                                         <NA>
1602 11049399898                                                         <NA>
1603 11049399899                                                         <NA>
1604 11049399900                                                         <NA>
1605 11049399901                                                         <NA>
1606 11459522705                                                         <NA>
1607 11459522706                                                         <NA>
1608 11459522707                                                         <NA>
1609 11459522708                                                         <NA>
1610 11459522709                                                         <NA>
1611 11459522710                                                         <NA>
1612 11459522711                                                         <NA>
1613 11459522712                                                         <NA>
1614 11459522713                                                         <NA>
1615 11681732671                               Riara Group of Schools Grade 1
1616 11681732672                                   Riara International School
1617    30092225                                          Kinderworld Academy
1618    30092294                                    Nairobi Academy Secondary
1619   279099179                                                         <NA>
1620   521103109                                       Jonathan Gloag Academy
1621   583157837                                              St Christophers
1622   612007401                                Lindi Ushirika Nursery School
1623   612007406                                         Saviour King Academy
1624   612007816                                              Linda Baby Care
1625   612008370                                St Christine Education Centre
1626   612008576                                Victory Hope Community Centre
1627   612008786                                     Zelyn Pre-School Academy
1628   612008903                                Ujamaa Community Based School
1629   612009037                                    St. John Community School
1630   612009057                                   Soweto Baptist High School
1631   694360442                                           Karen South School
1632   694431111                                          Don Bosco Boys Town
1633   712907767                                         Saviour King Academy
1634   720900823                                       Moi Educational Center
1635   748779286                                            Abib Kindergarten
1636   748833040                          Childlife Olympic Vocational Centre
1637   748845930                            New Hope Initiative kibera School
1638   748845940                              ACK Emmanuel Educational Centre
1639   748845943                                         Undugu School Kibera
1640   748863824                                     St Bakita Nursery School
1641   748863827                              Wings Of Life Children's Centre
1642   748863829                                     PCEA Silanga High School
1643   748870479                                   Church On The Rock Academy
1644   748870482                                St Stephen Educational Centre
1645   748912629                              Gifted Hands Educational Centre
1646   748912704                          St Joseph (Missionaries Of Charity)
1647   748912736                                           Seed School Kibera
1648   752223310                                       Kibera Blessed Academy
1649   752262462                                        Watu Moja Lee Academy
1650   775527189                                     Academia School of Kibra
1651   890550513                            St Vincent De Paul Nursery School
1652  1486382851                                                         <NA>
1653  1576869140                                                         <NA>
1654  1576869150                                                         <NA>
1655  1576869152                                                         <NA>
1656  1576869154                                                         <NA>
1657  1576869156                                                         <NA>
1658  1576869179                                                         <NA>
1659  1576869190                                                         <NA>
1660  1576869191                                                         <NA>
1661  1577711343                                      Madaraka Primary School
1662  1577711417                                                         <NA>
1663  1577711420                                                         <NA>
1664  1577711434                                                         <NA>
1665  1577711435                                                         <NA>
1666  1577711446                                                         <NA>
1667  1577711447                                                         <NA>
1668  1577711455                                                         <NA>
1669  1577711456                                                         <NA>
1670  1577711461                                                         <NA>
1671  1577711462                                                         <NA>
1672  1577711469                                                         <NA>
1673  1577711470                                                         <NA>
1674  1580160501                                Plainsview Educational Centre
1675  1763898747                               Shofco Kibera School For Girls
1676  1960073843                                       Kongoni Primary School
1677  2064571554                                 KAG Olympic Education Centre
1678  2135718636                                  Langata Road Primary School
1679  2135801268                                  Langata West Primary School
1680  2145361949                         Shree Cutchi Leva Patel Samaj School
1681  2380128304                                                         <NA>
1682  2380128305                                                         <NA>
1683  2380128306                                                         <NA>
1684  2380128307                                                         <NA>
1685  2380128308                                                         <NA>
1686  2380128309                                                         <NA>
1687  2380128310                                                         <NA>
1688  2380128311                                                         <NA>
1689  2480974228                                                         <NA>
1690  2480974229                                                         <NA>
1691  2480974230                                                         <NA>
1692  2480974231                                                         <NA>
1693  2480974232                                                         <NA>
1694  2484247816                                                         <NA>
1695  2484247819                                                         <NA>
1696  2484247823                                                         <NA>
1697  2484247825                                                         <NA>
1698  2484247828                                                         <NA>
1699  2608899976                                                         <NA>
1700  2608899977                                                         <NA>
1701  2608899978                                                         <NA>
1702  2608899979                                                         <NA>
1703  2608899980                                                         <NA>
1704  2608899981                                                         <NA>
1705  2608899982                                                         <NA>
1706  2608899983                                                         <NA>
1707  2608899984                                                         <NA>
1708  2608899985                                                         <NA>
1709  2608899986                                                         <NA>
1710  2608899987                                                         <NA>
1711  2608899988                                                         <NA>
1712  2608899989                                                         <NA>
1713  2608899992                                                         <NA>
1714  2608899993                                                         <NA>
1715  2665662965                                                         <NA>
1716  2665662967                                                         <NA>
1717  2665662969                                                         <NA>
1718  2665662973                                                         <NA>
1719  2665663653                                                         <NA>
1720  2665663655                                                         <NA>
1721  2665663656                                                         <NA>
1722  2665663658                                                         <NA>
1723  2665668237                                                         <NA>
1724  2665668238                                                         <NA>
1725  2665668239                                                         <NA>
1726  2665668241                                                         <NA>
1727  2666300141                                                         <NA>
1728  2666300142                                                         <NA>
1729  2666300143                                                         <NA>
1730  2666300144                                                         <NA>
1731  2666300145                                                         <NA>
1732  2666300146                                                         <NA>
1733  2666300147                                                         <NA>
1734  2666300149                                                         <NA>
1735  2666300151                                                         <NA>
1736  2666300152                                                         <NA>
1737  2666300153                                                         <NA>
1738  2666300154                                                         <NA>
1739  2666300155                                                         <NA>
1740  2666300156                                                         <NA>
1741  2666300158                                                         <NA>
1742  2666300159                                                         <NA>
1743  2666300160                                                         <NA>
1744  2666300161                                                         <NA>
1745  2666300162                                                         <NA>
1746  2666300912                                                         <NA>
1747  2666300913                                                         <NA>
1748  2666300914                                                         <NA>
1749  2666300915                                                         <NA>
1750  2666300916                                                         <NA>
1751  2666300917                                                         <NA>
1752  2666300918                                                         <NA>
1753  2666300920                                                         <NA>
1754  2666303872                                                         <NA>
1755  2666303873                                                         <NA>
1756  2666303874                                                         <NA>
1757  2666303875                                                         <NA>
1758  2683171978                                                         <NA>
1759  2683171979                                                         <NA>
1760  2683171981                                                         <NA>
1761  2683171982                                                         <NA>
1762  2683171983                                                         <NA>
1763  2683171985                                                         <NA>
1764  2683171987                                                         <NA>
1765  2822328193                                                         <NA>
1766  2822328194                                                         <NA>
1767  2822328196                                                         <NA>
1768  2822328198                                                         <NA>
1769  2923436816                 Kibera Silanga Ushirika Group Primary School
1770  2923814199                              Woodley Nazarene Primary School
1771  2923815704                                               Soweto Academy
1772  2923815707                 St Catherine Children and Educational Centre
1773  2923815708                 St Catherine Children and Educational Centre
1774  2930752632                                       Maria Consolata Nusery
1775  2930836428                                              Maria Consolata
1776  2930836429                                                Zelyn Academy
1777  2932284091                                 KAG Olympic Education Centre
1778  2935256787                                        Baptist Rescue Centre
1779  2935256797                                           Seed School Kibera
1780  2935256799                                      St Anne Children Centre
1781  2952187215                                        Baptist Rescue Centre
1782  2952187216                                         Bethel kibera School
1783  2952187217                                  Cana Junior Children Centre
1784  2952187218                                        FPFK Gatwekera School
1785  2952187220                                  Galilaya Educational Centre
1786  2952187221                              Gifted Hands Educational Centre
1787  2952187223                                     Global One Kibera School
1788  2952187224                                       Golden Light Secondary
1789  2952187226                                               Kibera Hamlets
1790  2952187229                                               Kimmta Academy
1791  2958438682                                     Maono Educational Centre
1792  2959968892                                  Soweto Academy Girls School
1793  2964077207                                  St Marys Educational Centre
1794  2964077208                                       Wanken Children Centre
1795  2964135581                                    Bright Star Junior School
1796  2966573884                                Starays Hope Community Center
1797  2968577916                                  Galilaya Educational Centre
1798  2968577923                                                 Hope Academy
1799  2968577924                                  Tumaini Hope Center Primary
1800  2968577925                                       Hoywik Learning Centre
1801  2968577926                                       Hoywik Learning Centre
1802  2968578135                          Miracle And Victory Children Centre
1803  2968578136                                         Oloos Student Centre
1804  2968578146                                             St Peters Wonder
1805  2968578147                                             St Peters Wonder
1806  2968578149                                 St Stephen Children's Centre
1807  3009031329                                     Jeshurum Children Centre
1808  3070142761                                         Golden Heart Academy
1809  3070202859                                     Niami Educational Centre
1810  3073173658                           Baraka Za Ibrahim Secondary School
1811  3073260240                                  Fairview Educational Centre
1812  3073260241                                    Fair View Children Centre
1813  3502586532                                    Open Gate of Hope Academy
1814  3690112796                                                         <NA>
1815  3690112797                                                         <NA>
1816  3690112798                                                         <NA>
1817  3690112799                                                         <NA>
1818  3690223216                                                         <NA>
1819  3690223217                                                         <NA>
1820  3690223218                                                         <NA>
1821  3690223219                                                         <NA>
1822  3690223220                                                         <NA>
1823  3690223221                                                         <NA>
1824  3690301545                                                         <NA>
1825  3690301546                                                         <NA>
1826  3690301547                                                         <NA>
1827  3690301548                                                         <NA>
1828  3690301549                                                         <NA>
1829  3690301550                                                         <NA>
1830  3690301551                                                         <NA>
1831  3690301552                                                         <NA>
1832  3690301553                                                         <NA>
1833  3690301554                                                         <NA>
1834  3690301555                                                         <NA>
1835  3690301556                                                         <NA>
1836  3690301557                                                         <NA>
1837  3697099807                                                         <NA>
1838  3697099808                                                         <NA>
1839  3697099809                                                         <NA>
1840  3697099810                                                         <NA>
1841  4110596789                                                         <NA>
1842  4110596790                                                         <NA>
1843  4110596791                                                         <NA>
1844  4110596792                                                         <NA>
1845  4110596793                                                         <NA>
1846  4110596794                                                         <NA>
1847  4110596795                                                         <NA>
1848  4110596796                                                         <NA>
1849  4110596797                                                         <NA>
1850  4110596798                                                         <NA>
1851  4110596799                                                         <NA>
1852  4110596800                                                         <NA>
1853  4110596801                                                         <NA>
1854  4110596802                                                         <NA>
1855  4110596803                                                         <NA>
1856  4110596804                                                         <NA>
1857  4110596806                                                         <NA>
1858  4166892389                                       Langata Junior Academy
1859  4192147411                                                         <NA>
1860  4192147412                                                         <NA>
1861  4192147413                                                         <NA>
1862  4192147414                                                         <NA>
1863  4192147415                                                         <NA>
1864  4192147416                                                         <NA>
1865  4421823596                                   Nairobi Leadership Academy
1866  4436261603                                                         <NA>
1867  4436261612                                                         <NA>
1868  4436261614                                                         <NA>
1869  4436261617                                                         <NA>
1870  4436261618                                                         <NA>
1871  4436261619                                                         <NA>
1872  4436261620                                                         <NA>
1873  4436261621                                                         <NA>
1874  4711263743                                          Becky School Centre
1875  4711263744                                          Becky School Centre
1876  4711263745                                        Rays Education Centre
1877  4711263746                                        Rays Education Centre
1878  4711308866                                          Jitahidi ECD Centre
1879  4711308867                                          Jitahidi ECD Centre
1880  4838514224                                                         <NA>
1881  4914522209                                              KidStar Academy
1882  4934449696                                      Kilimani Junior Academy
1883  5119148464                          Woodley Nazarene Pre-Primary School
1884  5119185445                                      Hoywik Secondary School
1885  5119191997                                St Christine Education Centre
1886  5119209879                                St Christine Secondary School
1887  5119214668                                Tumaini Hope Center Secondary
1888  5119233643                                     Imani ECD Nursery School
1889  5119233644                                       Anajali Nursery School
1890  5119233645                                       Anajali Primary School
1891  5119239744                                   Church On The Rock Academy
1892  5119239745                                St Stephen Educational Centre
1893  5119251870                                             Ebenezer Academy
1894  5134858557                                         Golden Heart Academy
1895  5134962352                                St Bakhita Non- Formal School
1896  5137463139                                                         <NA>
1897  5257354027                                                         <NA>
1898  5257354029                                                         <NA>
1899  5257354034                                                         <NA>
1900  5257354035                                                         <NA>
1901  5257354036                                                         <NA>
1902  5257354037                                                         <NA>
1903  5295553069                    Nairobi Christian Outreach Centre Academy
1904  5353048121                               The Netherlands School Society
1905  5356726940                                       Nairobi Waldorf School
1906  5360972286                           Karengata Academy Secondary School
1907  5361484361                               St. Elizabeth Boys High School
1908  5361484408                              Nairobi Great Commission School
1909  5361662247                                                         <NA>
1910  5361662248                                                         <NA>
1911  5370854863                                  Al Madrasa Secondary School
1912  5370855122                                                         <NA>
1913  5370855123                                                         <NA>
1914  5370855124                                                         <NA>
1915  5370855125                                                         <NA>
1916  5372384721                                                         <NA>
1917  5372384722                                                         <NA>
1918  5372384723                                                         <NA>
1919  5372384724                                                         <NA>
1920  5543285283                                                         <NA>
1921  5543285284                                                         <NA>
1922  5543285285                                                         <NA>
1923  5543285286                                                         <NA>
1924  5594655628                                                         <NA>
1925  5594655629                                                         <NA>
1926  5594655630                                                         <NA>
1927  5594655631                                                         <NA>
1928  5748662221                          GEMS Cambridge International School
1929  6064281285                                                         <NA>
1930  6142152798                                                         <NA>
1931  6142152799                                                         <NA>
1932  6142152800                                                         <NA>
1933  6142152801                                                         <NA>
1934  6142220517                                                         <NA>
1935  6142220518                                                         <NA>
1936  6142220519                                                         <NA>
1937  6142220520                                                         <NA>
1938  6142220521                                                         <NA>
1939  6142220522                                                         <NA>
1940  6142220523                                                         <NA>
1941  6142220547                                                         <NA>
1942  6142220548                                                         <NA>
1943  6142220549                                                         <NA>
1944  6142220550                                                         <NA>
1945  6318942656                                                         <NA>
1946  6319120960                                                         <NA>
1947  6319120961                                                         <NA>
1948  6319120962                                                         <NA>
1949  6830686439                                     Langata Barracks Primary
1950  6830686445                                  Nairobi Academy Preparatory
1951  6830686446                                                         <NA>
1952  6830686447                                                         <NA>
1953  6830686448                                                         <NA>
1954  6830686449                                                         <NA>
1955  6830686452                                    La Salle Catholic Primary
1956  6830686453                                                         <NA>
1957  6830686454                                                         <NA>
1958  6830686455                                                         <NA>
1959  6830686456                                                         <NA>
1960  6830686457                                                         <NA>
1961  7180835846                                                         <NA>
1962  7208230994                               Oloo Student Centre Pre School
1963  7208344237                                                 PRCC Academy
1964  7208344250                   The Global One Foundation Secondary School
1965  7937755840                                      Better For Kids Academy
1966  7937755842                               Kibera Blessed Children Centre
1967  7937755845                                            Luciana Baby Care
1968  7937755847             Missionaries Of Charity Brothers New Life School
1969  7937755852                                             King Pin Academy
1970  7937755853                                       Neema Education Centre
1971  7937755856                                   Joash Olumu Primary School
1972  7937755862                                                     New hope
1973  7937755863                                               Kidogo Daycare
1974  7937755868                                 Humanitas Educational Center
1975  7937755871                                       Fruitful Talent Centre
1976  7937755876                                  PCEA Silanga Nursery School
1977  7937755883                                                Kibera 7 Kids
1978  7937824586                                    Crea Kids Learning Centre
1979  7937824592                                By The Grace Day Care Academy
1980  8137763469                                            Bria Rose Academy
1981  8170759375                                                         <NA>
1982  8170759376                                                         <NA>
1983  8170759377                                                         <NA>
1984  8170759378                                                         <NA>
1985  8170759379                                                         <NA>
1986  8170759380                                                         <NA>
1987  8170759381                                                         <NA>
1988  8170759382                                                         <NA>
1989  8170759383                                                         <NA>
1990  8170759384                                                         <NA>
1991  8170759385                                                         <NA>
1992  8170759386                                                         <NA>
1993  8170759387                                                         <NA>
1994  8170759388                                                         <NA>
1995  8170759389                                                         <NA>
1996  8170759390                                                         <NA>
1997  8170759391                                                         <NA>
1998  8170759392                                                         <NA>
1999  8170759393                                                         <NA>
2000  8170759394                                                         <NA>
2001  8170759395                                                         <NA>
2002  8170759396                                                         <NA>
2003  8170759397                                                         <NA>
2004  8170759398                                                         <NA>
2005  8170759399                                                         <NA>
2006  8170759400                                                         <NA>
2007  8170759401                                                         <NA>
2008  8170759402                                                         <NA>
2009  8170759403                                                         <NA>
2010  8170759404                                                         <NA>
2011  8170759405                                                         <NA>
2012  8181596241                                                         <NA>
2013  8181596242                                                         <NA>
2014  8181596243                                                         <NA>
2015  8181596244                                                         <NA>
2016  8181596245                                                         <NA>
2017  8181596246                                                         <NA>
2018  8181596247                                                         <NA>
2019  8181596248                                                         <NA>
2020  8181785826                                                         <NA>
2021  8181785827                                                         <NA>
2022  8181785828                                                         <NA>
2023  8181785829                                                         <NA>
2024  8181785830                                                         <NA>
2025  8181785831                                                         <NA>
2026  8181785832                                                         <NA>
2027  8181785833                                                         <NA>
2028  8181785834                                                         <NA>
2029  8181785835                                                         <NA>
2030  8181785836                                                         <NA>
2031  8181785837                                                         <NA>
2032  8210168925                                                         <NA>
2033  8210168926                                                         <NA>
2034  8210168927                                                         <NA>
2035  8210168928                                                         <NA>
2036  8210168929                                                         <NA>
2037  8210168930                                                         <NA>
2038  8210168931                                                         <NA>
2039  8210168932                                                         <NA>
2040  8212725282                                                         <NA>
2041  8212725283                                                         <NA>
2042  8212725284                                                         <NA>
2043  8212725285                                                         <NA>
2044  8212725286                                                         <NA>
2045  8212725287                                                         <NA>
2046  8212725288                                                         <NA>
2047  8212725289                                                         <NA>
2048  8212725290                                                         <NA>
2049  8212725291                                                         <NA>
2050  8212725292                                                         <NA>
2051  8212725293                                                         <NA>
2052  8212725294                                                         <NA>
2053  8212725295                                                         <NA>
2054  8212725296                                                         <NA>
2055  8212814518                                                         <NA>
2056  8212814519                                                         <NA>
2057  8212814520                                                         <NA>
2058  8212814521                                                         <NA>
2059  8212814522                                                         <NA>
2060  8212814523                                                         <NA>
2061  8212814524                                                         <NA>
2062  8212814525                                                         <NA>
2063  8301506733                                                         <NA>
2064  8301506734                                                         <NA>
2065  8301506735                                                         <NA>
2066  8301506736                                                         <NA>
2067  8301506737                                                         <NA>
2068  8301506738                                                         <NA>
2069  8301506739                                                         <NA>
2070  8301506740                                                         <NA>
2071  8301506741                                                         <NA>
2072  8301506742                                                         <NA>
2073  8301506743                                                         <NA>
2074  8301506744                                                         <NA>
2075  8301506745                                                         <NA>
2076  8301506746                                                         <NA>
2077  8301506747                                                         <NA>
2078  8301506748                                                         <NA>
2079  8301506749                                                         <NA>
2080  8301506750                                                         <NA>
2081  8301506751                                                         <NA>
2082  8301506752                                                         <NA>
2083  8864651282                                                         <NA>
2084  9005934500                                                         <NA>
2085  9005934501                                                         <NA>
2086  9005934502                                                         <NA>
2087  9005934515                                                         <NA>
2088  9005934516                                                         <NA>
2089  9005982717                                                         <NA>
2090  9005982718                                                         <NA>
2091  9005982719                                                         <NA>
2092  9005982720                                                         <NA>
2093  9005982721                                                         <NA>
2094  9005982722                                                         <NA>
2095  9005982723                                                         <NA>
2096  9005982724                                                         <NA>
2097  9005982725                                                         <NA>
2098  9005982726                                                         <NA>
2099  9005982727                                                         <NA>
2100  9005982728                                                         <NA>
2101  9053026943                                             Unit Weep Centre
2102  9053069462                                           Future Star Centre
2103  9055745993                                    Blessed Hope Child Centre
2104  9055757018                                   Brilliant Education Center
2105  9055790181                                       Global One High School
2106  9058309550                                               Kibera Hamlets
2107  9059572442                                           New Life Mc School
2108  9075701566                                               Lili Education
2109  9075704385                                            Mama Joys Daycare
2110  9075710816                                   Imani pefa Children Centre
2111  9075774019                                        Shamah Primary School
2112  9075811988                                 St Anne's Educational Centre
2113  9075883318                                                Kibera 7 Kids
2114  9075994718                                      Syndal Education Center
2115  9076003067             Kibera Silanga Ushirika Group Pre-Primary School
2116  9076040156                            Baraka za Ibrahim Children Center
2117  9076043891                                         Grace Junior Academy
2118  9116076800                                               Hope and Faith
2119  9116097926                                  St Stephen Education Center
2120  9116299929                                         Watu Moja Lee School
2121  9122765464                                      Little stommers schools
2122  9122789938                                      Little Stommers Schools
2123  9122826241                                       Kibera Blessed Academy
2124  9122841548                                  Soweto Victory Hope Primary
2125  9122878493                                              Juliana Daycare
2126  9122892721                                  Soweto Victory Hope Primary
2127  9122984596                            New Hope Initiative kibera School
2128  9128855288                           St Lucy Academy Educational Center
2129  9128864511                              Future Stars Development Centre
2130  9128918527                                              Babycare Center
2131  9128931800                                      Hoywick Learning Center
2132  9129044016                                         Well of Life Academy
2133  9129087489                                       St Francis Pre-Primary
2134  9129098741                                             West Hill School
2135  9131552423                                       Focus Learning Primary
2136  9631415305                                                         <NA>
2137  9833075199                                                         <NA>
2138  9833075204                                                         <NA>
2139  9833075205                                                         <NA>
2140  9833075206                                                         <NA>
2141  9833075207                                                         <NA>
2142  9833075208                                                         <NA>
2143  9911310113                                                         <NA>
2144 10780953108                                        saviour kings academy
2145 10792571662                           Nairobi Christian outreach academy
2146 10819674125                                                         <NA>
2147 10819674126                                                         <NA>
2148 10819674127                                                         <NA>
2149 10819674128                                                         <NA>
2150 10819674129                                                         <NA>
2151 10819674130                                                         <NA>
2152 10819674131                                                         <NA>
2153 10819674132                                                         <NA>
2154 10819674133                                                         <NA>
2155 10819674134                                                         <NA>
2156 10819674135                                                         <NA>
2157 11155030945                                                         <NA>
2158 11155030946                                                         <NA>
2159 11155030947                                                         <NA>
2160 11155030948                                                         <NA>
2161 11155030949                                                         <NA>
2162 11155030950                                                         <NA>
2163 11155030951                                                         <NA>
2164 11155030952                                                         <NA>
2165 11155030953                                                         <NA>
2166 11550292097                                                         <NA>
2167 11559827400                                                         <NA>
2168 11568415744                                                         <NA>
2169 11568415745                                                         <NA>
2170 11568415746                                                         <NA>
2171 11568415747                                                         <NA>
2172 11568415748                                                         <NA>
2173 11568415749                                                         <NA>
2174 11568415750                                                         <NA>
2175 11568415751                                                         <NA>
2176 11568415752                                                         <NA>
2177 11568415753                                                         <NA>
2178 11568415754                                                         <NA>
2179 11568415755                                                         <NA>
2180 11568415756                                                         <NA>
2181 11568415757                                                         <NA>
2182 11568415758                                                         <NA>
2183 11568415783                                                         <NA>
2184 11568415784                                                         <NA>
2185 11568415785                                                         <NA>
2186 11568415786                                                         <NA>
2187 11572263881                                                         <NA>
2188 11572263882                                                         <NA>
2189 11572263883                                                         <NA>
2190 11572263884                                                         <NA>
2191 11572263885                                                         <NA>
2192 11572263886                                                         <NA>
2193 11572263887                                                         <NA>
2194 11572263888                                                         <NA>
2195 11572263889                                                         <NA>
2196 11572263890                                                         <NA>
2197 11572263891                                                         <NA>
2198 11572263892                                                         <NA>
2199 11572263893                                                         <NA>
2200 11572263894                                                         <NA>
2201 11572263895                                                         <NA>
2202 11572263896                                                         <NA>
2203 11572263897                                                         <NA>
2204 11572263898                                                         <NA>
2205 11572263899                                                         <NA>
2206 11572263900                                                         <NA>
2207 11572263901                                                         <NA>
2208 11572263902                                                         <NA>
2209 11572263903                                                         <NA>
2210 11572263904                                                         <NA>
2211 11572263905                                                         <NA>
2212 11572263906                                                         <NA>
2213 11572263907                                                         <NA>
2214 11572263908                                                         <NA>
2215 11572263909                                                         <NA>
2216 11572263910                                                         <NA>
2217 11572263911                                                         <NA>
2218 11572263912                                                         <NA>
2219 11572263913                                                         <NA>
2220 11572263914                                                         <NA>
2221 11572263915                                                         <NA>
2222 11572263916                                                         <NA>
2223 11572263917                                                         <NA>
2224 11572263918                                                         <NA>
2225 11572263919                                                         <NA>
2226 11572263920                                                         <NA>
2227 11572263921                                                         <NA>
2228 11572263922                                                         <NA>
2229 11572263923                                                         <NA>
2230 11572263924                                                         <NA>
2231 11572263925                                                         <NA>
2232 11572263926                                                         <NA>
2233 11572263927                                                         <NA>
2234 11572263928                                                         <NA>
2235 11572263929                                                         <NA>
2236 11572263930                                                         <NA>
2237 11572263931                                                         <NA>
2238 11572263932                                                         <NA>
2239 11572263933                                                         <NA>
2240 11572263934                                                         <NA>
2241 11572263935                                                         <NA>
2242 11572263936                                                         <NA>
2243 11572263937                                                         <NA>
2244 11572263938                                                         <NA>
2245 11572263939                                                         <NA>
2246 11572263940                                                         <NA>
2247 11572263941                                                         <NA>
2248 11572263942                                                         <NA>
2249 11572263943                                                         <NA>
2250 11572263944                                                         <NA>
2251 11572263945                                                         <NA>
2252 11572263946                                                         <NA>
2253 11572263947                                                         <NA>
2254 11572263948                                                         <NA>
2255 11572263949                                                         <NA>
2256 11572263950                                                         <NA>
2257 11572263951                                                         <NA>
2258 11572263952                                                         <NA>
2259 11572263953                                                         <NA>
2260 11572263954                                                         <NA>
2261 11572263955                                                         <NA>
2262 11572263956                                                         <NA>
2263 11572263957                                                         <NA>
2264 11572263958                                                         <NA>
2265 11572263959                                                         <NA>
2266 11572263960                                                         <NA>
2267 11572263961                                                         <NA>
2268 11572263962                                                         <NA>
2269 11572263963                                                         <NA>
2270 11572263964                                                         <NA>
2271 11572263965                                                         <NA>
2272 11572263966                                                         <NA>
2273 11572263967                                                         <NA>
2274 11572263968                                                         <NA>
2275 11572271569                                                         <NA>
2276 11572271570                                                         <NA>
2277 11572271571                                                         <NA>
2278 11572271572                                                         <NA>
2279 11572271573                                                         <NA>
2280 11572271574                                                         <NA>
2281 11572271575                                                         <NA>
2282 11572271576                                                         <NA>
2283 11572271577                                                         <NA>
2284 11572271578                                                         <NA>
2285 11572271579                                                         <NA>
2286 11572271580                                                         <NA>
2287 11572271581                                                         <NA>
2288 11572271582                                                         <NA>
2289 11572271583                                                         <NA>
2290 11572271584                                                         <NA>
2291 11572271585                                                         <NA>
2292 11572271586                                                         <NA>
2293 11572271587                                                         <NA>
2294 11572271588                                                         <NA>
2295   949597858             Humble Hearts School For The Physically Disabled
2296  1446059290                                  Ministaration junior school
2297  5496079249                                    Jogoo Road Primary School
2298  5496079255                                   Nile Road Secondary School
2299  5496079293                                                         <NA>
2300  5496079294                                                         <NA>
2301  5496079295                                                         <NA>
2302  5496079296                                                         <NA>
2303  5496079297                                                         <NA>
2304  5496079298                                                         <NA>
2305  5496079299                                                         <NA>
2306  5496079300                                                         <NA>
2307  5496079301                                                         <NA>
2308  5496079302                                                         <NA>
2309  5496079303                                                         <NA>
2310  5496079304                                                         <NA>
2311  5496079305                                                         <NA>
2312  5496079307                                                         <NA>
2313  5496079308                                                         <NA>
2314  5496079309                                                         <NA>
2315  5496079310                                                         <NA>
2316  5496079311                                                         <NA>
2317  5496079312                                                         <NA>
2318  5496079313                                                         <NA>
2319  5496079314                                                         <NA>
2320  5496079315                                                         <NA>
2321  5496079316                                                         <NA>
2322  5496079317                                                         <NA>
2323  5496079320                                                         <NA>
2324  5496079621                                                         <NA>
2325  5496079622                                                         <NA>
2326  5496079623                                                         <NA>
2327  5496079639                                                         <NA>
2328  5496079640                                                         <NA>
2329  5496079641                                                         <NA>
2330  5496079642                                                         <NA>
2331  5496079645                                                         <NA>
2332  5496079646                                                         <NA>
2333  5496079647                                                         <NA>
2334  5496079648                                                         <NA>
2335  5496079649                                                         <NA>
2336  5496079650                                                         <NA>
2337  5496079651                                                         <NA>
2338  5496079652                                                         <NA>
2339  5496079653                                                         <NA>
2340  5496079669                                                         <NA>
2341  5496079670                                                         <NA>
2342  5496079671                                                         <NA>
2343  5496079672                                                         <NA>
2344  5496092682                                                         <NA>
2345  5496092683                                                         <NA>
2346  5496092684                                                         <NA>
2347  5496092685                                                         <NA>
2348  5496092686                                                         <NA>
2349  5496092687                                                         <NA>
2350  5496092688                                                         <NA>
2351  5496092689                                                         <NA>
2352  5496092690                                                         <NA>
2353  5496092691                                                         <NA>
2354  5496092692                                                         <NA>
2355  5496092693                                                         <NA>
2356  5704419901                                             briliant academy
2357  6817327518                                                         <NA>
2358  6817327519                                                         <NA>
2359  6817327520                                                         <NA>
2360  6817327521                                                         <NA>
2361  6817327522                                                         <NA>
2362  6817508245                                    Nile Road Girls Secondary
2363  9694744875                                                         <NA>
2364  9694744876                                                         <NA>
2365  9694757349                                                         <NA>
2366 10138771543                                                         <NA>
2367 10138771544                                                         <NA>
2368 10198739891                                                         <NA>
2369 10198888581                                    Ofafa Jericho High School
2370 11222236900                                                         <NA>
2371 11222236901                                                         <NA>
2372 11222236902                                                         <NA>
2373 11222236903                                                         <NA>
2374 11222236904                                                         <NA>
2375 11222236905                                                         <NA>
2376 11222236906                                                         <NA>
2377 11222236907                                                         <NA>
2378 11222236908                                                         <NA>
2379 11222236909                                                         <NA>
2380 11222236910                                                         <NA>
2381 11222236911                                                         <NA>
2382 11222236912                                                         <NA>
2383 11222236913                                                         <NA>
2384 11222236914                                                         <NA>
2385 11222236915                                                         <NA>
2386 11222236916                                                         <NA>
2387 11224501112                                                         <NA>
2388 11224525253                                                         <NA>
2389 11224525254                                                         <NA>
2390 11224525255                                                         <NA>
2391 11224525256                                                         <NA>
2392 11224525257                                                         <NA>
2393 11224525258                                                         <NA>
2394 11224525259                                                         <NA>
2395 11224525260                                                         <NA>
2396 11224525261                                                         <NA>
2397 11224525262                                                         <NA>
2398 11224525263                                                         <NA>
2399 11224525264                                                         <NA>
2400 11224525265                                                         <NA>
2401  1038064486                                       MCEDO Secondary School
2402  1038064496                                            Undugu Mercy Care
2403  1038172444                                             Heritage academy
2404  1038202638                                         Mathare light school
2405  1038202662                             Mercy care Center Primary School
2406  1038202671                                   Caso Upendo Primary School
2407  1038202672                                          Myto Junior Academy
2408  1038202722                        St Lwanga zone nursery/primary school
2409  1038202725                                     Brilliant center academy
2410  1038202804                           Mercy care center secondary school
2411  1038202813                                        Excellent Care Centre
2412  1038219156                                          Brain House Academy
2413  1038219177                                      Brain House High School
2414  1100019215                                 Angel Girls Education Centre
2415  1101737253                                       Hope Missionary School
2416  1103092338               Ngota's Upendo Nursery School and Youth Center
2417  1103092472                                               Driving School
2418  1103152621                                              Joy care center
2419  1109445798                               MCEDO Beijing Education Centre
2420  1110199109                                         Neema worship centre
2421  1110227275                                                Patmos School
2422  1110227334                                     Anaweza Education Centre
2423  1110239838                                              Harvest mission
2424  1110239853                              Loving Concern Education Centre
2425  1110239860                                          St. Phillips School
2426  1110239866                                                 Edie nursery
2427  1110245197                                             St Ann Baby care
2428  1111485844                                                         <NA>
2429  1111485850                                                         <NA>
2430  1111485885                                                         <NA>
2431  1111485938                                                         <NA>
2432  1111566336                                        Liance Driving School
2433  1111566381                          Soldier OF FAITH Educational Centre
2434  1111566433                                           THAYU YOUTH CENTER
2435  1111586831                                     St Samuel Orphans School
2436  1111586880                                        Precious Kids Academy
2437  1111586949                                Alfa Riviera Secondary School
2438  1111587134                                    Light House Grace Academy
2439  1123193310                                   Ushindi Educational Center
2440  1123193326                                     St Rosa Education Centre
2441  1123193327                              Power Of Faith Education Centre
2442  1123201081                                       REMNANT JUNIOR ACADEMY
2443  1123201092                                    Urban View Primary School
2444  1123201101                                        M.F.H.C Huruma Centre
2445  1123201110                                   Winners educational centre
2446  1123201151                                                Josam Academy
2447  1123201169                            Genesis Immaculate Primary School
2448  1123201207                          Genesis Immaculate Secondary School
2449  1123209300                                     Sunflower Nursery School
2450  1124602205                                     Eastland Complex Primary
2451  1124602272                            Pilot Educational Day Care Centre
2452  1124611720                                                         <NA>
2453  1124611733                                                         <NA>
2454  1124611742                                                         <NA>
2455  1124611792                                                         <NA>
2456  1124611803                                                         <NA>
2457  1124611827                                                         <NA>
2458  1124611834                                                         <NA>
2459  1124611854                                                         <NA>
2460  1124611864                                                         <NA>
2461  1124611907                                                         <NA>
2462  1124611919                                                         <NA>
2463  1124611944                                                         <NA>
2464  1124611949                                                         <NA>
2465  1235786842                                    Kingdom Living Now School
2466  1244198595                                            Maranatha Academy
2467  2105394325                                 Mathare north primary school
2468  2483137499                                                         <NA>
2469  4155519599                                                         <NA>
2470  4461370056                     Daystar Junior Education Center Mabatini
2471  4461494343                                       Billgates Care Primary
2472  4462893659                                               Patmos School.
2473  4462920821                                                Recada School
2474  4462937714                                    Glorious Education Center
2475  4462967881                                   Christ Ambassadour Academy
2476  4463017734                                    Gitathuru Mission Of Hope
2477  4463082226                  Mathare Kosovo Outspot And Community School
2478  4464506027                                     Anaweza Education Centre
2479  4464506028                                    Gitathuru Mission Of Hope
2480  4464546559                   Daystar Junior Educational Center Mabatini
2481  4464546560               Ngota's Upendo Nursery School and Youth Centre
2482  4464622787                   MCEDO Beijing Education Centre-Pre Primary
2483  4464655293                  Mathare Kosovo Outspot And Community School
2484  4464689391                                       Billgates Care Primary
2485  4465996146                                          Lea Learning Center
2486  4466007970                                                Mabawa School
2487  4466069585                                 Hope Baptist Children Center
2488  4467530209                                              Pillar Day Care
2489  4467561519                                Genesis Joy Project Institute
2490  4467561520                                   Genesis Joy Primary School
2491  4467561521                                       Hope Compassion Center
2492  4467561522                                                MACCO ACADEMY
2493  4467561523                                        ACK Gitathuru Academy
2494  4472329843                                Genesis Joy Project Institute
2495  6224790439                                                         <NA>
2496  6224790440                                                         <NA>
2497  6224790441                                                         <NA>
2498  6224790442                                                         <NA>
2499  6224790443                                                         <NA>
2500  6224790444                                                         <NA>
2501  6224790445                                                         <NA>
2502  6224790446                                                         <NA>
2503  6224790447                                                         <NA>
2504  6224790448                                                         <NA>
2505  6224790449                                                         <NA>
2506  6224790450                                                         <NA>
2507  6224790451                                                         <NA>
2508  6247215817                                 Genesis Joy Secondary School
2509  6371422780                                   Destiny Kids Rescue Centre
2510  6422404607                                                         <NA>
2511  6422404608                                                         <NA>
2512  6422404609                                                         <NA>
2513  6422404610                                                         <NA>
2514  6422404611                                                         <NA>
2515  6422404612                                                         <NA>
2516  6422404613                                                         <NA>
2517  6422404614                                                         <NA>
2518  6445077890 St Christopher Primary School;S.T Christopher Primary school
2519  6445077892                                   Sancare Preparatory School
2520  6445077900                                   Motherway Education Centre
2521  6445077904                                        The Brainhouse School
2522  6445077906                     Mogra Star Primary And Secondary Schools
2523  6445077908                                             Newlight Academy
2524  6445077909                                            Sunflower Academy
2525  6445077913                                       Mission of Hope School
2526  6445081191                                  Elshadai Educational Centre
2527  6445081193                                           Millennium Academy
2528  6445081194                                Change A Life Learning Centre
2529  6445081195                                       Eljoy Education Centre
2530  6445081196                                    Elshadai Education Centre
2531  6445081198                                      Furaha Community Centre
2532  6445081203                                                Mawewa School
2533  6445081204                            Samergo Glorious Education Centre
2534  6445081206                                       Eljoy Education Centre
2535  6445081207                                       Alliant Junior Academy
2536  6445081208                                   Destiny Kids Rescue Centre
2537  6445081209                                    Heidemarie Primary School
2538  6445081210                                       Alliant Junior Academy
2539  6445081211                                 Rising Star Education Center
2540  6445081212                     Stella Marris Community Education Centre
2541  6445081213                                       Huruma Mixed Secondary
2542  6445081214                                Glory Spring Community Centre
2543  6445081215                                                         <NA>
2544  6445081216                                                    St Maurus
2545  6445081218                           Mathare Methodist Education Center
2546  6445081221                                          Mary Rosana Academy
2547  6445081222                                         Golden Light Academy
2548  6445081223                                Aeisha Collier Primary School
2549  6445111390                                  Star of Hope Primary School
2550  6445111392                             Pilot Educational Daycare Centre
2551  6445111399                                       Vision Shiners Academy
2552  6445111401                                Mission Of Hope Mathare North
2553  6445111403                                     Kasarani Victory Academy
2554  6445111404                              Pillar Of Hope Education Centre
2555  6445111405                           Angels Of Mercy Educational Centre
2556  6445111407                              New Mercy Care Secondary School
2557  6445111408                                Star Of Hope Secondary School
2558  6445111409                                               Miracle Junoir
2559  6445111410                                  Valleybridge Primary School
2560  6445111412                                   Mathare Old Primary School
2561  6445111423                                         Deut Learner Academy
2562  6445111424                                                        MECDO
2563  6445132387                                 Mathare North Primary School
2564  6445132388                                    Blossom Children's Centre
2565  6445132391                                       Emmanuel Middle School
2566  6445132392                                                Faith Academy
2567  6445132393                                New Mercy Care Primary School
2568  6445132395                                   St Veronica Primary School
2569  6445137886                                           Joy Academy School
2570  7098406185                                       Roots Institute Centre
2571  8128777237               Mlango Kubwa Kenya Assemblies Of God (K. A. G)
2572  8128792981                                                  PCEA Valley
2573  8157379994                                       Marhari Primary School
2574  8157430963                           Mathare Mixed Day Secondary School
2575  8157682836                                                  Lea Mathare
2576  8157735363                                              Kutwa Baby Care
2577  8157770234                                           Wisdom Care School
2578  8184211110                                       Hanka Education Centre
2579  8184270945                                      Chang Rong Light Center
2580  8184308735                                                Karuna School
2581  8184372850                                         Ebenezer Kim Daycare
2582  8184385971                            Mathare Kingsway Education Centre
2583  8184397010                                    Mathare Brilliant Academy
2584  8184398981                                         Nageya Children Home
2585  9137263417                              Loving Concern Education Centre
2586  9151273817         Unique Opportunitys Child Forum (Happy Star Academy)
2587  9151330717           Unique Opportunitys Child Forum(Happy Star Academy
2588  9154120491                   Mathare Early Childhood Development Centre
2589  9154220858                                   Gate View Education Centre
2590  9154307240                                    St Philips School Mathare
2591  9155035602                                         Deut Learner Academy
2592  9155265221                                        Chosen Vessel Academy
2593  9157581496                                         Viara Junior Academy
2594  9157588815                                        Omega Learning Centre
2595  9157591417                                       Joyrina Junior Academy
2596  9157597805                                         Wema Learning Centre
2597  9157599989                                         Viara Junior Academy
2598  9157610203                                         Wema Learning Centre
2599  9157634599                                           Millennium Academy
2600  9157641317                                      Jusama Community School
2601  9157787749          Upendo Children Education and Rehabilitation Centre
2602  9157818673                                 Magnificat Feeding Programme
2603  9157962617                                        Huruma Primary school
2604  9158114917                                           St Saviour Academy
2605  9158125717                                           St Saviour Academy
2606  9162410712                                          Lea learning Center
2607  9162516684                                          Lea learning Centre
2608  9162965042          Upendo Children Education and Rehabilitation Centre
2609  9163228068                                         MaxDais Faith School
2610  9163232288                                    Furaha Preparatory School
2611  9163233568                                     Focused Education Centre
2612  9163252593                                     Focused Education Centre
2613  9163408296                                      Joyrinah Junior Academy
2614  9164035006                            Center of Hope and Transformation
2615  9164063621                            Centre of Hope and Transformation
2616  9164093563                                  Happy Kids Education Centre
2617  9164114656                                  Happy Kids Education Centre
2618  9164129614                          Samergo Glorious Educational Centre
2619  9164147011                                     St Rosa Education Centre
2620  9164226171                                Mother Kevin Community School
2621  9164228727                                                B.A.F Academy
2622  9164230392                         Little Bees Children Self Help Group
2623  9164251364                                Mother Kevin Community School
2624  9164271503                                        Happy Springs Academy
2625  9164282518                                                B.A.F academy
2626  9164304693                                           Patsue Care Centre
2627  9164495804                              Power of Faith Education Centre
2628  9164533768                                      Josama Community School
2629  9165286734                                           Patsue Care Centre
2630  9165314982                                         Happy Spring Academy
2631  9165407002                           The Ark Community Education Centre
2632  9165410549                                 Valley Bridge Primary School
2633  9165411582                           The Ark Community Education Centre
2634  9165452405                                         Makezi Junior School
2635  9165513244                                        Makezi Juniour School
2636  9166883307                                Precious Angels Junior School
2637  9166909017                                         Kenya Muslim Academy
2638  9166912052                       Furaha Community Centre Primary School
2639  9166912297                                    New Hope Education Centre
2640  9166917164                                Precious Angels Junior School
2641  9166932882                         Little Bees Children Self Help Group
2642  9166949156                               Missions Of Hope Madoya Centre
2643  9166970896                               Missions of Hope Madoya Centre
2644  9167037538                                Carol Angels Education centre
2645  9167045308                                 Carol Angel Education Centre
2646  9167057817                                          Bridge Star Academy
2647  9167066417                                          Bridge Star Academy
2648  9167078118                             Angels of Mercy Secondary school
2649  9167085211                          St.Martin's Deporres Primary school
2650  9167097883                                          Glorious Blue Stars
2651  9167100818                           Angels of Mercy Educational Centre
2652  9167134660                                          Glorious Blue Stars
2653  9167161342                          St Martins De Porres primary school
2654  9167211417                    Genesis Kindergarten Annex Primary School
2655  9167220117                   Genesis Kindergarten Annex Primary Schools
2656  9167238117                                         Mother's Joy Academy
2657  9167259317                                           MothersJoy Academy
2658  9170739715                                    Kingdom Living Now School
2659  9170788222                                   Sancare Preparatory School
2660  9171351345                                                     New Hope
2661  9173935115                            Mathare Community Outreach School
2662  1132191918                                                         <NA>
2663  1132191920                                                         <NA>
2664  1132191925                                                         <NA>
2665  1132191934                                                         <NA>
2666  1132191943                                                         <NA>
2667  1132191950                                                         <NA>
2668  1132191954                                                         <NA>
2669  1132191956                                                         <NA>
2670  1132191969                                                         <NA>
2671  1132191974                                                         <NA>
2672  1132228148                                                         <NA>
2673  1132228348                                                         <NA>
2674  2506114902                        Chestnut School(Formerly Ivy Schools)
2675  2700373384                                   Kahawa West Primary School
2676  5336473322                                                         <NA>
2677  5336473323                                                         <NA>
2678  5336473324                                                         <NA>
2679  5336473325                                                         <NA>
2680  5336473326                                                         <NA>
2681  5336473327                                                         <NA>
2682  5336473328                                                         <NA>
2683  5343344872                                       Marurui Primary School
2684  5343348669                                                         <NA>
2685  5343348670                                                         <NA>
2686  5343348671                                                         <NA>
2687  5343348672                                                         <NA>
2688  5343348673                                                         <NA>
2689  5343393988                                                         <NA>
2690  5343393989                                                         <NA>
2691  5343393990                                                         <NA>
2692  5343393991                                                         <NA>
2693  5343464678                                                         <NA>
2694  5343464679                                                         <NA>
2695  5343464680                                                         <NA>
2696  5343464681                                                         <NA>
2697  5565805104                                         Kijani Ridge Academy
2698  6069913785                                              Mercies Academy
2699  6224790459                                          LaSoNa kindergarten
2700  6224913771                                                         <NA>
2701  6224913772                                                         <NA>
2702  6827309077                                                         <NA>
2703  6827309078                                                         <NA>
2704  6827309079                                                         <NA>
2705  6827309080                                                         <NA>
2706  7089472243                                         Starehe girls centre
2707  7325346457                                  Heritage Leadership Academy
2708  7419116848                                                         <NA>
2709  8213500933                                                         <NA>
2710  8213500934                                                         <NA>
2711  8213500935                                                         <NA>
2712  8218379171                                                         <NA>
2713  8218379172                                                         <NA>
2714  9774192277                                                         <NA>
2715 10080433217                                          Kenyatta University
2716 11648961746                                                         <NA>
2717 11648961747                                                         <NA>
2718 11648961748                                                         <NA>
2719 11648961749                                                         <NA>
2720 11648961750                             Starehe Girls' Centre and School
2721  1111586829                           Proposed Ruaraka Girls High School
2722  1111587105                                       Mathare North Manonite
2723  1732933796                       Highridge Faith Based Education Center
2724  1732933838                                      Ngunyumu Primary School
2725  1736275868                       Grogan A Non-formal Educational center
2726  1736275870                            KAO La Tumaini Educational Centre
2727  1736275871                                                 KBNFE School
2728  1771262812                                     St. John Informal School
2729  2405798440                                 Gracious lucky school centre
2730  2405798447                                       Power education center
2731  2405798448                                      Sinai non-formal school
2732  2405798449                                    St Patric juniour academy
2733  2405798450                                          Tiba junior academy
2734  2405798452                             Victory self help junior academy
2735  2405823279                                          Golden Brain Centre
2736  2405823296                                       Power Education Centre
2737  2405829020                                     Baba Dogo Primary school
2738  2405829024                                 Jack and Jill primary school
2739  2405829025                                 Jack and Jill primary school
2740  2405829028                                  MM Chandaria primary school
2741  2405836195                                      Acts preparatory school
2742  2405836199                                         Aston juniour school
2743  2405836215                                     Brandley juniour academy
2744  2405836224                                               De-ann academy
2745  2405836243                                             Gracious academy
2746  2405836246                                      High vision high school
2747  2405836313                                         Spring field academy
2748  2405836315                                  Tender heart juniour school
2749  2405836316                                         Tiba juniour academy
2750  2405836319                                               de-ann academy
2751  2405854913                                          Froli junior school
2752  2483137399                                                         <NA>
2753  2483137400                                                         <NA>
2754  2483137401                                                         <NA>
2755  2483137402                                                         <NA>
2756  2483137403                                                         <NA>
2757  2483137404                                                         <NA>
2758  2483137496                                                         <NA>
2759  2483137497                                                         <NA>
2760  2483137498                                                         <NA>
2761  2483137500                                                         <NA>
2762  3723143880                                           caretakers primary
2763  3723143895                                       good neighbours school
2764  3723143896         grace given and transformation center primary school
2765  3723143899                                    great hope network centre
2766  3723143900                                                haven primary
2767  3723146940                                            maranatha primary
2768  3723146945                                        mosque madrasa school
2769  5525471542                                 Beadom School Primary School
2770  6224913773                                                         <NA>
2771  6224913774                                                         <NA>
2772  6224913775                                                         <NA>
2773  6224913776                                                         <NA>
2774  6224913777                                                         <NA>
2775  6224915188                                   St Benedict Primary School
2776  6445077910                                       Amson Education Center
2777  6445111395                                       Success Junior Academy
2778 10080433117                                            Thika Road School
2779    30402763                                             Aga Khan Nursery
2780   282175307                                                         <NA>
2781   282175309                                                         <NA>
2782   282175311                                                         <NA>
2783   295848487                               Pangani Girls Secondary School
2784   767834398                                          City Primary School
2785  1175376897                                                         <NA>
2786  1175376907                                                         <NA>
2787  1175376910                                                         <NA>
2788  1416029611                                                         <NA>
2789  1416029614                                                         <NA>
2790  1416029615                                                         <NA>
2791  1416029618                                                         <NA>
2792  1416029623                                                         <NA>
2793  1416029633                                                         <NA>
2794  1416029639                                                         <NA>
2795  1416029648                                                         <NA>
2796  1416029675                                                         <NA>
2797  1416029688                                                         <NA>
2798  1416029707                                                         <NA>
2799  1416029727                                                         <NA>
2800  1416029729                                                         <NA>
2801  1416029730                                                         <NA>
2802  1416029741                                                         <NA>
2803  1416029752                                                         <NA>
2804  1424151293                                                         <NA>
2805  1424151294                                                         <NA>
2806  1424151299                                                         <NA>
2807  1424151301                                                         <NA>
2808  1424151304                                                         <NA>
2809  1424151308                                                         <NA>
2810  1424151310                                                         <NA>
2811  1424151318                                                         <NA>
2812  1424151322                                                         <NA>
2813  1424151353                                                         <NA>
2814  1424151387                                                         <NA>
2815  1424151418                                                         <NA>
2816  1424151433                                                         <NA>
2817  1424151442                                                         <NA>
2818  1424151466                                                         <NA>
2819  1424151467                                                         <NA>
2820  1424151475                                                         <NA>
2821  1424151476                                                         <NA>
2822  1424151483                                                         <NA>
2823  1424151488                                                         <NA>
2824  1424151490                                                         <NA>
2825  1424151508                                                         <NA>
2826  1424151509                                                         <NA>
2827  1424151513                                                         <NA>
2828  1424151520                                                         <NA>
2829  1424151544                                                         <NA>
2830  1424151563                                                         <NA>
2831  1424151566                                                         <NA>
2832  1424151570                                                         <NA>
2833  1424151593                                                         <NA>
2834  1424151598                                                         <NA>
2835  1424151606                                                         <NA>
2836  1424151610                                                         <NA>
2837  1424151612                                                         <NA>
2838  1424151617                                                         <NA>
2839  1424151619                                                         <NA>
2840  1424151622                                                         <NA>
2841  1443667010                                                         <NA>
2842  1443667025                                                         <NA>
2843  1443667027                                                         <NA>
2844  1453973020                                            kenya kids centre
2845  1483304293                                       AIC baby cace comacial
2846  1483304294                     Bright star Secondary and Primary school
2847  1483304295                                                Brine Academy
2848  1483304298                                           Gap nursery school
2849  1483304301                                               Poters academy
2850  1483304303                                      Sauth B Baptist Academy
2851  1483304325                                      school of hair dressing
2852  1493484802                             Evano computer training services
2853  1493484813                                Ignitions lord care secondary
2854  1493484848                                               Mukuru primary
2855  1493484865            Siloam intergrated school (primary and secondary)
2856  1499916424                                                   mama vicky
2857  1499916425                                       mama victor pre school
2858  1578608538                        Kenya Institute of Mass Communication
2859  1580152996                                    Plainsview Primary School
2860  1580155667                                   Railway Training Institute
2861  1960079418                                         Glory Driving School
2862  1999910115                                              Daystar academy
2863  1999910117                                      Evana computer training
2864  1999910136                                       Mukuru adult education
2865  1999910139                                        Mukuru primary school
2866  1999910146                                             Precious academy
2867  2001001132                                        Amazing grace academy
2868  2001001138                                      Evana computer training
2869  2001001139                           Faith power victory primary school
2870  2001001141                                         Hekima primary schoo
2871  2001001150                                 Nairobi south primary school
2872  2001001169                                   River bank academy/ church
2873  2001001171               Siloam intergrated primary & secondary schools
2874  2001001174                                 St. catherine primary school
2875  2001001177                                               Talent academy
2876  2001079016                                             Baptised academy
2877  2001079018                                                Brine academy
2878  2001079024            City harvest therapy hairdressing & beauty school
2879  2001079027                        Ignatious primary & secondary schools
2880  2001079028                                        Kayaba complex school
2881  2001079036                                 Shalom primary school/church
2882  2145298493                                         Star Media Institute
2883  2296746212                                      South_b_baptist_academy
2884  2350050814                                                         <NA>
2885  2456870768                                                         <NA>
2886  2456870769                                                         <NA>
2887  2456870770                                                         <NA>
2888  2456870771                                                         <NA>
2889  2456870772                                                         <NA>
2890  2456870773                                                         <NA>
2891  2456870774                                                         <NA>
2892  2456870775                                                         <NA>
2893  2456870776                                                         <NA>
2894  2456870777                                                         <NA>
2895  2456870778                                                         <NA>
2896  2456870779                                                         <NA>
2897  2456870780                                                         <NA>
2898  2456870781                                                         <NA>
2899  2456870782                                                         <NA>
2900  2456870783                                                         <NA>
2901  2456870784                                                         <NA>
2902  2456870785                                                         <NA>
2903  2468892912                                                         <NA>
2904  2491824716                                                         <NA>
2905  2491824717                                                         <NA>
2906  2491824718                                                         <NA>
2907  2491824719                                                         <NA>
2908  2504244977                                                         <NA>
2909  2504244978                                                         <NA>
2910  2504244979                                                         <NA>
2911  2504244980                                                         <NA>
2912  2524505455                                           Moi Avenue Primary
2913  2528601572                                                         <NA>
2914  2528601573                                                         <NA>
2915  2528601574                                                         <NA>
2916  2528601575                                                         <NA>
2917  2528601576                                                         <NA>
2918  2528601577                                                         <NA>
2919  2528605921                                                         <NA>
2920  2528605922                                                         <NA>
2921  2528605923                                                         <NA>
2922  2528605924                                                         <NA>
2923  2608899975                                                         <NA>
2924  2608899990                                                         <NA>
2925  2608899991                                                         <NA>
2926  2608899994                                                         <NA>
2927  3854505526                                                         <NA>
2928  3854505528                                                         <NA>
2929  3854505531                                                         <NA>
2930  3854505533                                                         <NA>
2931  3854505534                                                         <NA>
2932  3854505537                                                         <NA>
2933  3854505539                                                         <NA>
2934  3854505544                                                         <NA>
2935  3854505545                                                         <NA>
2936  3854505547                                                         <NA>
2937  3854505548                                                         <NA>
2938  3854505550                                                         <NA>
2939  3854505551                                                         <NA>
2940  3854505554                                                         <NA>
2941  3854505556                                                         <NA>
2942  3854507757                                                         <NA>
2943  3854507764                                                         <NA>
2944  3854507765                                                         <NA>
2945  3856033695                                         Grace Junior Academy
2946  3856033701                                                  PCEA School
2947  3856033702                                 Rary Health Children Daycare
2948  3856033707                                    Sharpline Children Centre
2949  3856033708                                              Victory Academy
2950  3856040859                                sauti ya bwana primary school
2951  3856042057                                          lena junior academy
2952  3856047789                                           All Nation Academy
2953  3856068140                                               Exodus Acadamy
2954  3856068147                                                 Neema Junior
2955  3856068148                                         Upendo rescue centre
2956  3856086360                                            Mariakani Primary
2957  3856086361                                       Planser Junior Daycare
2958  3856101438                                             Elshadai Academy
2959  3856101440                                  Songa Mbele Children Centre
2960  3856130258                     St Graville Primary and Secondary School
2961  3856130657                    Child Rock Pimary and Legion Maria Church
2962  3856130659                                       Little Friends Schools
2963  3856130957                     bright star primary and secondary and KG
2964  3856131559                                         porters house school
2965  3856131560                                              wordwide school
2966  3856214668                                   Kenya kids Learning centre
2967  3856215164                                           Ridgeville acadamy
2968  3856215362                                                Benpal school
2969  3868919121                                        Rekebisha primary/Gym
2970  4432760654                                     Parklands Primary School
2971  4433872628                      Dr. Ribeiro Parklands Boys' High School
2972  4535635990                            Kenyatta University School of Law
2973  4561533963                                                         <NA>
2974  4561533964                                                         <NA>
2975  4561533965                                                         <NA>
2976  4561533966                                                         <NA>
2977  4561533967                                                         <NA>
2978  4561533968                                                         <NA>
2979  4561533969                                                         <NA>
2980  4561533971                                                         <NA>
2981  5232810721                                    Plainsview primary school
2982  5339461157                                                         <NA>
2983  5339461158                                                         <NA>
2984  5339461159                                                         <NA>
2985  5345203540                                                         <NA>
2986  5345203541                                                         <NA>
2987  5345203542                                                         <NA>
2988  5345203543                                                         <NA>
2989  5431259966                                                         <NA>
2990  5431259967                                                         <NA>
2991  5431259968                                                         <NA>
2992  5475093936                                                         <NA>
2993  5475093937                                                         <NA>
2994  5475093938                                                         <NA>
2995  5475093939                                                         <NA>
2996  5475093940                                                         <NA>
2997  5475093941                                                         <NA>
2998  5475093942                                                         <NA>
2999  5475093943                                                         <NA>
3000  5475120256                                     Park Road Primary School
3001  5475170858                                                         <NA>
3002  5475170859                                                         <NA>
3003  5475170860                                                         <NA>
3004  5475170864                                                         <NA>
3005  5475170865                                                         <NA>
3006  5475170866                                                         <NA>
3007  5475170867                                                         <NA>
3008  5475170868                                                         <NA>
3009  5475170869                                                         <NA>
3010  5475170870                                                         <NA>
3011  5475170871                                                         <NA>
3012  5475196468                                                         <NA>
3013  5475196469                                                         <NA>
3014  5475196470                                                         <NA>
3015  5475196471                                                         <NA>
3016  5475196473                                                         <NA>
3017  5475196474                                                         <NA>
3018  5475196475                                                         <NA>
3019  5475196478                                                         <NA>
3020  5475196479                                                         <NA>
3021  5496593979                                            Arya Vedic School
3022  5600229421                                                 Utalii House
3023  5948376941                                 Hospital Hill Primary School
3024  6426560761                                                         <NA>
3025  6426560762                                                         <NA>
3026  6431581270                                                         <NA>
3027  8219762544                                                         <NA>
3028  8219762545                                                         <NA>
3029  9134741817                                       Judah Education Centre
3030 10281248245                                                         <NA>
3031 10281248246                                                         <NA>
3032 10281248247                                                         <NA>
3033 10281248248                                                         <NA>
3034 10281248249                                                         <NA>
3035 10281248250                                                         <NA>
3036 10281248251                                                         <NA>
3037 10281248252                                                         <NA>
3038 10281248253                                                         <NA>
3039 10281259997                                                         <NA>
3040 10281259998                                                         <NA>
3041 10281259999                                                         <NA>
3042 10281260000                                                         <NA>
3043 10281260001                                                         <NA>
3044 10281260002                                                         <NA>
3045 10281260003                                                         <NA>
3046 10281260004                                                         <NA>
3047 10281260005                                                         <NA>
3048 10281260006                                                         <NA>
3049 10281260007                                                         <NA>
3050 10281260008                                                         <NA>
3051 10281272009                                                         <NA>
3052 10281272010                                                         <NA>
3053 10537647324                                                         <NA>
3054 10537647325                                                         <NA>
3055 10537647326                                                         <NA>
3056 10537647327                                                         <NA>
3057 10537647328                                                         <NA>
3058 10537647329                                                         <NA>
3059 10537647330                                                         <NA>
3060 10537647331                                                         <NA>
3061 10537647336                                                         <NA>
3062 10537647386                                                         <NA>
3063 10750309931                                                         <NA>
3064 11138588984                                                         <NA>
3065 11138588985                                                         <NA>
3066 11138588988                                                         <NA>
3067 11138588989                                                         <NA>
3068 11153601539                                                         <NA>
3069 11236747246                                                         <NA>
3070 11236747247                                                         <NA>
3071 11236747248                                                         <NA>
3072 11236747249                                                         <NA>
3073 11236747250                                                         <NA>
3074 11236747251                                                         <NA>
3075 11236747252                                                         <NA>
3076 11236747253                                                         <NA>
3077 11236747254                                                         <NA>
3078 11236747255                                                         <NA>
3079 11236747256                                                         <NA>
3080 11236747257                                                         <NA>
3081 11236747290                                                         <NA>
3082 11236747292                                                         <NA>
3083 11236747295                                                         <NA>
3084 11236747296                                                         <NA>
3085 11236747298                                                         <NA>
3086 11236747308                                                         <NA>
3087 11236747309                                                         <NA>
3088 11236747310                                                         <NA>
3089 11236747311                                                         <NA>
3090 11236747312                                                         <NA>
3091 11236747321                                                         <NA>
3092 11236747331                                                         <NA>
3093   260713447                                                         <NA>
3094   295358863                                                         <NA>
3095   295358868                                                         <NA>
3096   295829936                                                         <NA>
3097   295829937                                                         <NA>
3098   295829938                                                         <NA>
3099   295829939                                                         <NA>
3100   295829940                                                         <NA>
3101   295830374                                                         <NA>
3102   295830377                                                         <NA>
3103   295830378                                                         <NA>
3104   493618607                                                         <NA>
3105   494771899                                                       Oshwal
3106   745351437                                               Karura Primary
3107   807750321                                                         <NA>
3108   862924643                German School Nairobi, Michael Grzimek Schule
3109  1221423584                                                         <NA>
3110  1221423616                                                         <NA>
3111  1221423645                                                         <NA>
3112  1728814559                                                         <NA>
3113  1728814561                                                         <NA>
3114  1728814563                                                         <NA>
3115  1728814565                                                         <NA>
3116  1728850171                                                         <NA>
3117  1728850175                                                         <NA>
3118  1728850177                                                         <NA>
3119  1728850197                                                         <NA>
3120  1728850199                                                         <NA>
3121  1746426833                                                         <NA>
3122  1746426835                                                         <NA>
3123  1746426836                                                         <NA>
3124  1746426837                                                         <NA>
3125  2305890113                                                         <NA>
3126  2468107057                                                         <NA>
3127  2468107058                                                         <NA>
3128  2468107059                                                         <NA>
3129  2468107060                                                         <NA>
3130  2484528101                                                         <NA>
3131  2484528103                                                         <NA>
3132  2499030436                                                         <NA>
3133  2499030437                                                         <NA>
3134  2499030438                                                         <NA>
3135  2499030439                                                         <NA>
3136  2517172269                                                         <NA>
3137  2517172270                                                         <NA>
3138  2517172271                                                         <NA>
3139  2517172272                                                         <NA>
3140  2542517569                                                         <NA>
3141  2542517570                                                         <NA>
3142  2542517571                                                         <NA>
3143  2542517572                                                         <NA>
3144  2647387685                                                         <NA>
3145  2647387686                                                         <NA>
3146  2647387687                                                         <NA>
3147  2647387688                                                         <NA>
3148  2682457840                                                         <NA>
3149  2682457841                                                         <NA>
3150  2682457843                                                         <NA>
3151  2682457845                                                         <NA>
3152  3915773947                                                         <NA>
3153  3915773948                                                         <NA>
3154  3915773949                                                         <NA>
3155  3915773950                                                         <NA>
3156  3915773951                                                         <NA>
3157  3915773952                                                         <NA>
3158  3915773953                                                         <NA>
3159  3915773954                                                         <NA>
3160  3915773955                                                         <NA>
3161  3915773956                                                         <NA>
3162  4192570230                                                         <NA>
3163  4192570245                                                         <NA>
3164  4192570246                                                         <NA>
3165  4192570247                                                         <NA>
3166  4192570248                                                         <NA>
3167  4192570249                                                         <NA>
3168  4192570250                                                         <NA>
3169  4192570251                                                         <NA>
3170  4192570252                                                         <NA>
3171  4192570253                                                         <NA>
3172  4192570254                                                         <NA>
3173  4192570255                                                         <NA>
3174  4192570256                                                         <NA>
3175  4192570257                                                         <NA>
3176  4192570258                                                         <NA>
3177  4192570259                                                         <NA>
3178  4192570260                                                         <NA>
3179  4192570261                                                         <NA>
3180  4192570262                                                         <NA>
3181  4192570263                                                         <NA>
3182  4192570264                                                         <NA>
3183  4193918227                                                         <NA>
3184  4193918228                                                         <NA>
3185  4193918229                                                         <NA>
3186  4193918230                                                         <NA>
3187  4193918231                                                         <NA>
3188  4193918232                                                         <NA>
3189  4193918233                                                         <NA>
3190  4193918234                                                         <NA>
3191  4193918235                                                         <NA>
3192  4193918236                                                         <NA>
3193  4193918237                                                         <NA>
3194  4193918238                                                         <NA>
3195  4193918239                                                         <NA>
3196  4193918240                                                         <NA>
3197  4207053837                                                         <NA>
3198  4793984521                                             Aga Khan Academy
3199  5106128726                                                         <NA>
3200  5106128727                                                         <NA>
3201  5106128728                                                         <NA>
3202  5106128729                                                         <NA>
3203  5106128730                                                         <NA>
3204  5327931170                          Potterhouse School and Kindergarten
3205  5331616726                                        School of the Nations
3206  5331616727                                  Kirawa Road School Kitisuru
3207  5331691126                                                         <NA>
3208  5331691127                                                         <NA>
3209  5331691128                                                         <NA>
3210  5331691129                                                         <NA>
3211  5331691130                                                         <NA>
3212  5331691131                                                         <NA>
3213  5331691133                                                         <NA>
3214  5331697158                                                         <NA>
3215  5331697159                                                         <NA>
3216  5331697160                                                         <NA>
3217  5331697161                                                         <NA>
3218  5333026873                               Kyuna Academy Secondary School
3219  5333090842                             Crayons Daycare And Kindergarten
3220  5333209255                                                         <NA>
3221  5333209256                                                         <NA>
3222  5339461156                                                         <NA>
3223  5339461160                                                         <NA>
3224  5339461161                                                         <NA>
3225  5339461806                                                         <NA>
3226  5339461807                                                         <NA>
3227  5340497054                                     Millenium School Limited
3228  5340908742                                                         <NA>
3229  5340908743                                                         <NA>
3230  5340908744                                                         <NA>
3231  5340908745                                                         <NA>
3232  5340908746                                                         <NA>
3233  5340908747                                                         <NA>
3234  5340939019                                                         <NA>
3235  5340939020                                                         <NA>
3236  5340939621                                                         <NA>
3237  5340939622                                                         <NA>
3238  5340939631                                                         <NA>
3239  5340939632                                                         <NA>
3240  5340939633                                                         <NA>
3241  5340939634                                                         <NA>
3242  5340939635                                                         <NA>
3243  5340939636                                                         <NA>
3244  5345272129                                                         <NA>
3245  5352435220                                                         <NA>
3246  5352437421                                                         <NA>
3247  5352437422                                                         <NA>
3248  5352437423                                                         <NA>
3249  5352437424                                                         <NA>
3250  5352437425                                                         <NA>
3251  5352437426                                                         <NA>
3252  5352689844                                                         <NA>
3253  5352689845                                                         <NA>
3254  5352689846                                                         <NA>
3255  5352689847                                                         <NA>
3256  5352718277                                       Montessori Plus Center
3257  5352931948                                             New Dawn Academy
3258  5429851821                                                         <NA>
3259  5429851822                                                         <NA>
3260  5429851823                                                         <NA>
3261  5429851824                                                         <NA>
3262  5431259965                                                         <NA>
3263  5452021806                                                         <NA>
3264  5452021807                                                         <NA>
3265  5509945136                                                         <NA>
3266  5509945137                                                         <NA>
3267  5509945138                                                         <NA>
3268  5509945139                                                         <NA>
3269  5758353566                                                         <NA>
3270  5758353567                                                         <NA>
3271  5758353603                                                         <NA>
3272  5758353604                                                         <NA>
3273  5758412455                                                         <NA>
3274  5817690780                                                         <NA>
3275  5817690781                                                         <NA>
3276  5915900143                                             Kabete Technical
3277  5915900146                                 Carevas School For The Needy
3278  5915968848                                   Kangemi PAG Church Nursery
3279  5915968850                                            Alpha Kindergaten
3280  5915968851                                          Divine Mercy School
3281  5915968852                  Kabete Friends Education Center Pre-Primary
3282  5915968853                                Kabete Vet Lab Primary School
3283  5915968855                              Kabete Vet Lab Secondary School
3284  5915968856                                   Kabete Vet Lab Pre-Primary
3285  5915968857                                     Upright Kids Kindergaten
3286  5915968858                         Marani Junior and Pre-primary School
3287  5922075117                         University of Nairobi(Kabete Campus)
3288  5922075119                                Tommie Fulp Adventist Academy
3289  5922075120                                   Community Education Centre
3290  5922075121                                   Community Education Centre
3291  5922075122                                     Muthua Mixed High School
3292  5922075123                                       Farasi Lane Pre-School
3293  5922075124                                   Farasi Lane Primary School
3294  5922075125                                 Farasi Lane Secondary School
3295  5924832970                                        Oasis Mixed Secondary
3296  5924832971                                         Oasis Primary School
3297  5924832972                                            Oasis Pre Primary
3298  5924832973                                              Joyland Schools
3299  5924832974                                               Joyland School
3300  5924832975                                      Shinning Junior Academy
3301  5924832976                                      Shinning Junior Academy
3302  5924832977                                        Wardolf Faith Academy
3303  5924832978                                              Stirring Junior
3304  5924832979                                      Evemon Education Centre
3305  5924832982                                      Evemon Education Centre
3306  5924832984                                              Kangemi Primary
3307  5924835185                                            Mystic Space Rose
3308  5924835186                                       Marga Education Centre
3309  5924835188                                    Doravera Education Centre
3310  5924835189                          Bethel Community Development Centre
3311  5924835190                          Bethel Community Development Centre
3312  5925863197                                 Carevas School For The Needy
3313  5925863200                                         New Joy Hill Academy
3314  5925863203                                    Prudence Education Center
3315  5925863204                                    Prudence Education Centre
3316  5925863205                                  St. Joseph Technical School
3317  5925863206                                  St. Joseph Secondary School
3318  5925863207                        St. Joseph Nursery And Primary School
3319  5925863210                                  The Genius Education Centre
3320  5925863211                                  The Genius Education Centre
3321  5926090739                                  Ack St Mary's School Kabete
3322  5926090740                                  Ack St Mary's School Kabete
3323  5926090741                         Benock Morning Star Education Centre
3324  5926090742                         Benock Morning Star Education Centre
3325  5926090743                                    Kaptagat Education Centre
3326  5926090746                                      Lucky Day Junior School
3327  5926090747                                      Lucky Day Junior School
3328  5926195777                                   Pearls Hearts Kindergarten
3329  5926195778                                           Bletag Kindergaten
3330  5926195779                                   New Age Educational Centre
3331  5926195780                                   New Age Educational Centre
3332  5926195781                                      Petals Education Centre
3333  5926195782                                      Petals Education Centre
3334  5926195783                                      Petals Education Centre
3335  5926218136                                Blessed Lina Education Centre
3336  5926218137                                Blessed Lina Education Centre
3337  5926218138                                        Little Winners School
3338  5926218139                                        Little Winners School
3339  5926218140                                         Corner Stone Academy
3340  5926218141                                         Corner Stone Academy
3341  5926218142                                  Excellent Foundation School
3342  5926218143                                  Excellent Foundation School
3343  5926218249                                 Victory Blessed Toto Academy
3344  5926218250                                      ACK St. John Pre School
3345  5926218251                                      ACK St. John Pre School
3346  5926218253                                  Victory Blessed Toto Centre
3347  5926218254                                Old Kihumbuini Primary School
3348  5926218255                                    New Kihumbuini Pre School
3349  5926218256                                New Kihumbuini Primary School
3350  5926218258                      The Morning Star Elite Education Centre
3351  5926218259                                            Vine Star Academy
3352  5926218260                               Edmwoka Mixed Secondary School
3353  5926218261                      The Morning Star Elite Education Centre
3354  5926218262                                            Vine Star Academy
3355  5926218263                                        St. Irine Shinny Star
3356  5926218264                                        St. Irine Shinny Star
3357  5926218265                                God Is Able Self Help Project
3358  5926218267                                       Akiba Secondary School
3359  5926218268                                         Akiba Primary School
3360  5926229106                                 Meta Meta Educational Center
3361  5926229107                                 Meta Meta Educational Center
3362  5926229115                        St. Joseph Nursery and Primary School
3363  5926355907                                                Rosand School
3364  5926355908                                           Angaza Buena Vista
3365  5926355909                                           Angaza Buena Vista
3366  5926355910                                                 Delight Kids
3367  5926355911                                        Grace Harvest Academy
3368  5926355912                                        Grace Harvest Academy
3369  5926355913                                 Great Mission Primary School
3370  5926355914                                        Great Mission Academy
3371  5926355915                                                Faraja School
3372  5926355916                                          Kangemi High School
3373  5926355917                                          PCEA Primary School
3374  5926355918                                      PCEA Kangemi Pre-School
3375  5926387112                                                Rosand School
3376  5926387113                                             Red Kids Academy
3377  5926387114                                      Humble Beginners School
3378  5926387115                            New Purpose Shekenah Glory School
3379  5926387116                                        Alfa Education Centre
3380  5926387117                                        Alfa Education Centre
3381  5926387118                      St. Joseph Upendo Education OVC Program
3382  5926387120                                      Humble Beginners School
3383  5926387121                                    Kinheart Education Centre
3384  5926387122                                       Little Shinners School
3385  5926387123                                            Tenderfoot School
3386  5926387124                                            Tenderfoot School
3387  5926387126                                         SPC Education Centre
3388  5926387127                                Rev. Osakaise Precious School
3389  5926387130                                  Sky View Educational Centre
3390  5926387131                            New Purpose Shekenah Glory School
3391  5926387132                               PCEA Kabete Educational Centre
3392  5933550401                            Tumshangilie Mtoto Primary School
3393  5933573021                               ACK St. Joseph's Kabete School
3394  5933573022                               ACK St. Joseph's School Kabete
3395  5933573023                                         Westlands PAG School
3396  5933573024                                Westlands PAG Children Centre
3397  5933573025                                    St. Peters Special School
3398  5933622801                           Fadhili Community Education Centre
3399  5933622802                                         Johns Valley Academy
3400  5933622804                                                Alpine School
3401  5933622805                                                Alpine School
3402  5933622806                                          Sweet Angels School
3403  5933622807                                          Sweet Angels School
3404  5933622811                                                Umoja Academy
3405  5933622813                                         Lora Springs of Hope
3406  5933622814                           Fadhili Community Education Centre
3407  5933622816                                    Old Kihumbuini Pre-School
3408  5933652691                        Wisedorme Multi-Purpose Center School
3409  5933652693                               Wisedorme Multi-Purpose School
3410  5933652695                                 True Vision Education Center
3411  5933652696                         Kangemi Seventh Day Adventist School
3412  5933652807                                 True Vision Education Center
3413  5933652809                         Kangemi Seventh Day Adventist School
3414  5933652812                                      Dashiki Learning Centre
3415  5933714617                                         Glory Academy School
3416  5933714618                             Joy Beginners Educational Centre
3417  5933714619                             Joy Beginners Educational Centre
3418  5933714620                                             Kibagare Academy
3419  5933714621                                             Kibagare Academy
3420  5933714622                                Kibagare Community CHV School
3421  5933714623                                      Kibagare Primary School
3422  5933714624                                           Kyuna Kindergarten
3423  5933714625                                       Loresho Primary School
3424  5933714626                                       Loresho Primary School
3425  5933714627                                   Montessori Learners Centre
3426  5933714629                      Warldorf Woodlands Schools of Happiness
3427  5933721649                                            Light Rays Centre
3428  5933721650                                    Brighter Rawa Kids School
3429  5933721651                                            Light Rays Centre
3430  5933721652                                                 Pama Academy
3431  5933721653                                                 Pama Academy
3432  5933721659                                      Precious Junior Academy
3433  5933721660                                      Precious Junior Academy
3434  5933721711                                          Gim's Junior School
3435  5933721712                                          Gim's Junior School
3436  5933721715                                        Venus Schools Nairobi
3437  5933721716                                                Venus Schools
3438  5933721720            Fr Richard Early Childhood Learning Centre School
3439  5948144501                                  Lower Kabete Primary School
3440  5948144502                            St Martins Girls Secondary School
3441  5948144503                          St. Martins Primary School Kibagare
3442  5948144504                          St. Martins Primary School Kibagare
3443  5948170930                                               Seasons School
3444  5948170932                             Glorious Education Centre School
3445  5948170933                              Glorious Education Centre Shool
3446  5948170934                                             Hill Star School
3447  5948170935                                     Hill Star Juniour School
3448  5948174013                                     Little Saints Pre-School
3449  5948174014                                     Highridge Primary School
3450  5948174015                                      Deep-Sea Nursery School
3451  5948174101                                              Fairmile School
3452  5948174104                                      Khan Preparatory Centre
3453  5948174106                      Tumshangilieni Mtoto Pre-Primary School
3454  5948220718                                      Peniel Education Centre
3455  5948220719                                      Peniel Education Centre
3456  5948220720                                               Seasons School
3457  5948282120                             Kia Ora Children Learning Center
3458  5948282121                             Kia Ora Children Learning Center
3459  5948282126                                               Hupendo School
3460  5948282127                                               Hupendo School
3461  5948282128                                               Hupendo School
3462  5948376938                                    Taaleem Ul Islaam Academy
3463  5948376939                                 Hospital Hill Primary School
3464  5948376940                                    Taaleem Ul Islaam Academy
3465  5948376942                                   Visa Oshwal Primary School
3466  5948376943                                   Visa Oshwal Primary School
3467  5953237484                             Highridge Girls Secondary School
3468  5953268876                                     Highridge Primary School
3469  6137157380                                                         <NA>
3470  6172825349                                                         <NA>
3471  6172825350                                                         <NA>
3472  6172825351                                                         <NA>
3473  6172825352                                                         <NA>
3474  6210870815                                                         <NA>
3475  6210870816                                                         <NA>
3476  6249035785                               Runda Baptist Education Centre
3477  6249035786                                        Fruitful Vine Academy
3478  6249035787                                      Bright Education Centre
3479  6249035788                                Merry-Land Educational Center
3480  6249035789                                  Tranform Empowernmet Centre
3481  6249035790                                  New Life Educational Center
3482  6249035791                                Merry-Land Educational Center
3483  6249035792                                  St. Stephen Blessed Academy
3484  6249035793                                  St. Stephen Blessed Academy
3485  6249035794                                  New Life Educational Center
3486  6249035795                                          Greener Life School
3487  6249035796                                          Greener Life School
3488  6249035797                                   Kabete Friends Pre-Primary
3489  6249035798                                         ECO Childrens Centre
3490  6249035799                                       Marga Education Centre
3491  6249035800                               Young Achieves Learning Centre
3492  6249035801                              Young Achievers Learning Centre
3493  6249035802                           Cardinal Otunga Preparatory School
3494  6249035803                                         Eco Childrens Centre
3495  6249035804                           Cardinal Otunga Preparatory School
3496  6249035805                                      Neema Children's Centre
3497  6249035806                                       Neema Childrens Centre
3498  6257453161                                        Kabete Junior Academy
3499  6257554186                                    Kitisuru Boys High School
3500  6412575296                                                         <NA>
3501  6412575297                                                         <NA>
3502  6412575298                                                         <NA>
3503  6412575299                                                         <NA>
3504  6412575300                                                         <NA>
3505  6412575301                                                         <NA>
3506  6412575302                                                         <NA>
3507  6412575303                                                         <NA>
3508  6412575304                                                         <NA>
3509  6412575305                                                         <NA>
3510  6412575306                                                         <NA>
3511  6412575307                                                         <NA>
3512  6412575308                                                         <NA>
3513  6412575309                                                         <NA>
3514  7209566807                                                         <NA>
3515  7209566808                                                         <NA>
3516  7209566809                                                         <NA>
3517  7209566810                                                         <NA>
3518  7209566811                                                         <NA>
3519  7209566812                                                         <NA>
3520  7209566813                                                         <NA>
3521  7209566814                                                         <NA>
3522  7209566815                                                         <NA>
3523  7321575795                                    Prudence Education Centre
3524  7321575796                                    Prudence Education Centre
3525  7321575800                                 Carevas School For The Needy
3526  7321575801                                 True Vision Education Centre
3527  7325103879                            The King's Glory Education Centre
3528  7325103880                            The King's Glory Education Centre
3529  7325103881                                Young Angels Education Centre
3530  7325103882                                Young Angels Education Centre
3531  7417650123                                        German school Nairobi
3532  7686965503                                        Lanet Highway Academy
3533  8374881957                                Elstar Mixed Secondary School
3534  9447164685                                                         <NA>
3535  9447164693                                        RedHill Baraka School
3536  9447164694                                                         <NA>
3537  9447164706                                  Lower Kihara Primary School
3538  9447165124                                                White Cottage
3539  9447165125                                                         <NA>
3540 10184233459                                                   Terra Moyo
3541 10198889120                                                         <NA>
3542 10567641109                                                       Kabete
3543 10707565351                                                         <NA>
3544 10707565352                                                         <NA>
3545 10707565353                                                         <NA>
3546 10707565354                                                         <NA>
3547 10707565355                                                         <NA>
3548 10707565369                                                         <NA>
3549 10707565370                                                         <NA>
     amenity
1     school
2       <NA>
3     school
4     school
5     school
6       <NA>
7       <NA>
8       <NA>
9       <NA>
10      <NA>
11      <NA>
12      <NA>
13      <NA>
14      <NA>
15      <NA>
16      <NA>
17      <NA>
18      <NA>
19      <NA>
20      <NA>
21      <NA>
22      <NA>
23      <NA>
24      <NA>
25      <NA>
26      <NA>
27      <NA>
28      <NA>
29      <NA>
30      <NA>
31      <NA>
32      <NA>
33      <NA>
34      <NA>
35      <NA>
36      <NA>
37      <NA>
38      <NA>
39      <NA>
40      <NA>
41      <NA>
42      <NA>
43      <NA>
44      <NA>
45      <NA>
46      <NA>
47      <NA>
48      <NA>
49      <NA>
50      <NA>
51      <NA>
52      <NA>
53      <NA>
54      <NA>
55      <NA>
56      <NA>
57      <NA>
58      <NA>
59      <NA>
60      <NA>
61      <NA>
62      <NA>
63      <NA>
64      <NA>
65      <NA>
66      <NA>
67      <NA>
68      <NA>
69      <NA>
70      <NA>
71      <NA>
72      <NA>
73      <NA>
74      <NA>
75      <NA>
76    school
77    school
78      <NA>
79      <NA>
80      <NA>
81      <NA>
82      <NA>
83      <NA>
84      <NA>
85      <NA>
86      <NA>
87      <NA>
88      <NA>
89      <NA>
90      <NA>
91      <NA>
92      <NA>
93      <NA>
94      <NA>
95      <NA>
96      <NA>
97      <NA>
98      <NA>
99      <NA>
100     <NA>
101     <NA>
102     <NA>
103     <NA>
104     <NA>
105     <NA>
106     <NA>
107     <NA>
108     <NA>
109     <NA>
110     <NA>
111     <NA>
112     <NA>
113     <NA>
114     <NA>
115     <NA>
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156   school
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170   school
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176   school
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183     <NA>
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192   school
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215   school
216   school
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228     <NA>
229     <NA>
230     <NA>
231     <NA>
232     <NA>
233     <NA>
234     <NA>
235     <NA>
236     <NA>
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238     <NA>
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266     <NA>
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297   school
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304     <NA>
305     <NA>
306     <NA>
307     <NA>
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309     <NA>
310     <NA>
311     <NA>
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313     <NA>
314     <NA>
315     <NA>
316     <NA>
317     <NA>
318     <NA>
319     <NA>
320     <NA>
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322     <NA>
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367   school
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375   school
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475   school
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517   school
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553   school
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582   school
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636   school
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1471  school
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1661  school
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1858  school
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1928  school
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1949  school
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1999    <NA>
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2006    <NA>
2007    <NA>
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2009    <NA>
2010    <NA>
2011    <NA>
2012    <NA>
2013    <NA>
2014    <NA>
2015    <NA>
2016    <NA>
2017    <NA>
2018    <NA>
2019    <NA>
2020    <NA>
2021    <NA>
2022    <NA>
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2144  school
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2295  school
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2356  school
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2401  school
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2465  school
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2500    <NA>
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2508  school
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2518  school
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2550  school
2551  school
2552  school
2553  school
2554  school
2555  school
2556  school
2557  school
2558  school
2559  school
2560  school
2561  school
2562  school
2563  school
2564  school
2565  school
2566  school
2567  school
2568  school
2569  school
2570  school
2571  school
2572  school
2573  school
2574  school
2575  school
2576  school
2577  school
2578  school
2579  school
2580  school
2581  school
2582  school
2583  school
2584  school
2585  school
2586  school
2587  school
2588  school
2589  school
2590  school
2591  school
2592  school
2593  school
2594  school
2595  school
2596  school
2597  school
2598  school
2599  school
2600  school
2601  school
2602  school
2603  school
2604  school
2605  school
2606  school
2607  school
2608  school
2609  school
2610  school
2611  school
2612  school
2613  school
2614  school
2615  school
2616  school
2617  school
2618  school
2619  school
2620  school
2621  school
2622  school
2623  school
2624  school
2625  school
2626  school
2627  school
2628  school
2629  school
2630  school
2631  school
2632  school
2633  school
2634  school
2635  school
2636  school
2637  school
2638  school
2639  school
2640  school
2641  school
2642  school
2643  school
2644  school
2645  school
2646  school
2647  school
2648  school
2649  school
2650  school
2651  school
2652  school
2653  school
2654  school
2655  school
2656  school
2657  school
2658  school
2659  school
2660  school
2661  school
2662    <NA>
2663    <NA>
2664    <NA>
2665    <NA>
2666    <NA>
2667    <NA>
2668    <NA>
2669    <NA>
2670    <NA>
2671    <NA>
2672    <NA>
2673    <NA>
2674  school
2675  school
2676    <NA>
2677    <NA>
2678    <NA>
2679    <NA>
2680    <NA>
2681    <NA>
2682    <NA>
2683  school
2684    <NA>
2685    <NA>
2686    <NA>
2687    <NA>
2688    <NA>
2689    <NA>
2690    <NA>
2691    <NA>
2692    <NA>
2693    <NA>
2694    <NA>
2695    <NA>
2696    <NA>
2697  school
2698  school
2699  school
2700    <NA>
2701    <NA>
2702    <NA>
2703    <NA>
2704    <NA>
2705    <NA>
2706  school
2707  school
2708  school
2709    <NA>
2710    <NA>
2711    <NA>
2712    <NA>
2713    <NA>
2714    <NA>
2715  school
2716    <NA>
2717    <NA>
2718    <NA>
2719    <NA>
2720    <NA>
2721  school
2722  school
2723  school
2724  school
2725  school
2726  school
2727  school
2728  school
2729  school
2730  school
2731  school
2732  school
2733  school
2734  school
2735  school
2736  school
2737  school
2738  school
2739  school
2740  school
2741  school
2742  school
2743  school
2744  school
2745  school
2746  school
2747  school
2748  school
2749  school
2750  school
2751  school
2752    <NA>
2753    <NA>
2754    <NA>
2755    <NA>
2756    <NA>
2757    <NA>
2758    <NA>
2759    <NA>
2760    <NA>
2761    <NA>
2762  school
2763  school
2764  school
2765  school
2766  school
2767  school
2768  school
2769  school
2770    <NA>
2771    <NA>
2772    <NA>
2773    <NA>
2774    <NA>
2775  school
2776  school
2777  school
2778  school
2779  school
2780    <NA>
2781    <NA>
2782    <NA>
2783  school
2784  school
2785    <NA>
2786    <NA>
2787    <NA>
2788    <NA>
2789    <NA>
2790    <NA>
2791    <NA>
2792    <NA>
2793    <NA>
2794    <NA>
2795    <NA>
2796    <NA>
2797    <NA>
2798    <NA>
2799    <NA>
2800    <NA>
2801    <NA>
2802    <NA>
2803    <NA>
2804    <NA>
2805    <NA>
2806    <NA>
2807    <NA>
2808    <NA>
2809    <NA>
2810    <NA>
2811    <NA>
2812    <NA>
2813    <NA>
2814    <NA>
2815    <NA>
2816    <NA>
2817    <NA>
2818    <NA>
2819    <NA>
2820    <NA>
2821    <NA>
2822    <NA>
2823    <NA>
2824    <NA>
2825    <NA>
2826    <NA>
2827    <NA>
2828    <NA>
2829    <NA>
2830    <NA>
2831    <NA>
2832    <NA>
2833    <NA>
2834    <NA>
2835    <NA>
2836    <NA>
2837    <NA>
2838    <NA>
2839    <NA>
2840    <NA>
2841    <NA>
2842    <NA>
2843    <NA>
2844  school
2845  school
2846  school
2847  school
2848  school
2849  school
2850  school
2851  school
2852  school
2853  school
2854  school
2855  school
2856  school
2857  school
2858  school
2859  school
2860  school
2861  school
2862  school
2863  school
2864  school
2865  school
2866  school
2867  school
2868  school
2869  school
2870  school
2871  school
2872  school
2873  school
2874  school
2875  school
2876  school
2877  school
2878  school
2879  school
2880  school
2881  school
2882  school
2883  school
2884    <NA>
2885    <NA>
2886    <NA>
2887    <NA>
2888    <NA>
2889    <NA>
2890    <NA>
2891    <NA>
2892    <NA>
2893    <NA>
2894    <NA>
2895    <NA>
2896    <NA>
2897    <NA>
2898    <NA>
2899    <NA>
2900    <NA>
2901    <NA>
2902    <NA>
2903    <NA>
2904    <NA>
2905    <NA>
2906    <NA>
2907    <NA>
2908    <NA>
2909    <NA>
2910    <NA>
2911    <NA>
2912  school
2913    <NA>
2914    <NA>
2915    <NA>
2916    <NA>
2917    <NA>
2918    <NA>
2919    <NA>
2920    <NA>
2921    <NA>
2922    <NA>
2923    <NA>
2924    <NA>
2925    <NA>
2926    <NA>
2927    <NA>
2928    <NA>
2929    <NA>
2930    <NA>
2931    <NA>
2932    <NA>
2933    <NA>
2934    <NA>
2935    <NA>
2936    <NA>
2937    <NA>
2938    <NA>
2939    <NA>
2940    <NA>
2941    <NA>
2942    <NA>
2943    <NA>
2944    <NA>
2945  school
2946  school
2947  school
2948  school
2949  school
2950  school
2951  school
2952  school
2953  school
2954  school
2955  school
2956  school
2957  school
2958  school
2959  school
2960  school
2961  school
2962  school
2963  school
2964  school
2965  school
2966  school
2967  school
2968  school
2969  school
2970  school
2971  school
2972  school
2973    <NA>
2974    <NA>
2975    <NA>
2976    <NA>
2977    <NA>
2978    <NA>
2979    <NA>
2980    <NA>
2981  school
2982    <NA>
2983    <NA>
2984    <NA>
2985    <NA>
2986    <NA>
2987    <NA>
2988    <NA>
2989    <NA>
2990    <NA>
2991    <NA>
2992    <NA>
2993    <NA>
2994    <NA>
2995    <NA>
2996    <NA>
2997    <NA>
2998    <NA>
2999    <NA>
3000  school
3001    <NA>
3002    <NA>
3003    <NA>
3004    <NA>
3005    <NA>
3006    <NA>
3007    <NA>
3008    <NA>
3009    <NA>
3010    <NA>
3011    <NA>
3012    <NA>
3013    <NA>
3014    <NA>
3015    <NA>
3016    <NA>
3017    <NA>
3018    <NA>
3019    <NA>
3020    <NA>
3021  school
3022  school
3023  school
3024    <NA>
3025    <NA>
3026    <NA>
3027    <NA>
3028    <NA>
3029  school
3030    <NA>
3031    <NA>
3032    <NA>
3033    <NA>
3034    <NA>
3035    <NA>
3036    <NA>
3037    <NA>
3038    <NA>
3039    <NA>
3040    <NA>
3041    <NA>
3042    <NA>
3043    <NA>
3044    <NA>
3045    <NA>
3046    <NA>
3047    <NA>
3048    <NA>
3049    <NA>
3050    <NA>
3051    <NA>
3052    <NA>
3053    <NA>
3054    <NA>
3055    <NA>
3056    <NA>
3057    <NA>
3058    <NA>
3059    <NA>
3060    <NA>
3061    <NA>
3062    <NA>
3063    <NA>
3064    <NA>
3065    <NA>
3066    <NA>
3067    <NA>
3068    <NA>
3069    <NA>
3070    <NA>
3071    <NA>
3072    <NA>
3073    <NA>
3074    <NA>
3075    <NA>
3076    <NA>
3077    <NA>
3078    <NA>
3079    <NA>
3080    <NA>
3081    <NA>
3082    <NA>
3083    <NA>
3084    <NA>
3085    <NA>
3086    <NA>
3087    <NA>
3088    <NA>
3089    <NA>
3090    <NA>
3091    <NA>
3092    <NA>
3093    <NA>
3094    <NA>
3095    <NA>
3096    <NA>
3097    <NA>
3098    <NA>
3099    <NA>
3100    <NA>
3101    <NA>
3102    <NA>
3103    <NA>
3104    <NA>
3105  school
3106  school
3107    <NA>
3108  school
3109    <NA>
3110    <NA>
3111    <NA>
3112    <NA>
3113    <NA>
3114    <NA>
3115    <NA>
3116    <NA>
3117    <NA>
3118    <NA>
3119    <NA>
3120    <NA>
3121    <NA>
3122    <NA>
3123    <NA>
3124    <NA>
3125    <NA>
3126    <NA>
3127    <NA>
3128    <NA>
3129    <NA>
3130    <NA>
3131    <NA>
3132    <NA>
3133    <NA>
3134    <NA>
3135    <NA>
3136    <NA>
3137    <NA>
3138    <NA>
3139    <NA>
3140    <NA>
3141    <NA>
3142    <NA>
3143    <NA>
3144    <NA>
3145    <NA>
3146    <NA>
3147    <NA>
3148    <NA>
3149    <NA>
3150    <NA>
3151    <NA>
3152    <NA>
3153    <NA>
3154    <NA>
3155    <NA>
3156    <NA>
3157    <NA>
3158    <NA>
3159    <NA>
3160    <NA>
3161    <NA>
3162    <NA>
3163    <NA>
3164    <NA>
3165    <NA>
3166    <NA>
3167    <NA>
3168    <NA>
3169    <NA>
3170    <NA>
3171    <NA>
3172    <NA>
3173    <NA>
3174    <NA>
3175    <NA>
3176    <NA>
3177    <NA>
3178    <NA>
3179    <NA>
3180    <NA>
3181    <NA>
3182    <NA>
3183    <NA>
3184    <NA>
3185    <NA>
3186    <NA>
3187    <NA>
3188    <NA>
3189    <NA>
3190    <NA>
3191    <NA>
3192    <NA>
3193    <NA>
3194    <NA>
3195    <NA>
3196    <NA>
3197  school
3198  school
3199    <NA>
3200    <NA>
3201    <NA>
3202    <NA>
3203    <NA>
3204  school
3205  school
3206  school
3207    <NA>
3208    <NA>
3209    <NA>
3210    <NA>
3211    <NA>
3212    <NA>
3213    <NA>
3214    <NA>
3215    <NA>
3216    <NA>
3217    <NA>
3218  school
3219  school
3220    <NA>
3221    <NA>
3222    <NA>
3223    <NA>
3224    <NA>
3225    <NA>
3226    <NA>
3227  school
3228    <NA>
3229    <NA>
3230    <NA>
3231    <NA>
3232    <NA>
3233    <NA>
3234    <NA>
3235    <NA>
3236    <NA>
3237    <NA>
3238    <NA>
3239    <NA>
3240    <NA>
3241    <NA>
3242    <NA>
3243    <NA>
3244    <NA>
3245    <NA>
3246    <NA>
3247    <NA>
3248    <NA>
3249    <NA>
3250    <NA>
3251    <NA>
3252    <NA>
3253    <NA>
3254    <NA>
3255    <NA>
3256  school
3257  school
3258    <NA>
3259    <NA>
3260    <NA>
3261    <NA>
3262    <NA>
3263    <NA>
3264    <NA>
3265    <NA>
3266    <NA>
3267    <NA>
3268    <NA>
3269    <NA>
3270    <NA>
3271    <NA>
3272    <NA>
3273    <NA>
3274    <NA>
3275    <NA>
3276  school
3277  school
3278  school
3279  school
3280  school
3281  school
3282  school
3283  school
3284  school
3285  school
3286  school
3287  school
3288  school
3289  school
3290  school
3291  school
3292  school
3293  school
3294  school
3295  school
3296  school
3297  school
3298  school
3299  school
3300  school
3301  school
3302  school
3303  school
3304  school
3305  school
3306  school
3307  school
3308  school
3309  school
3310  school
3311  school
3312  school
3313  school
3314  school
3315  school
3316  school
3317  school
3318  school
3319  school
3320  school
3321  school
3322  school
3323  school
3324  school
3325  school
3326  school
3327  school
3328  school
3329  school
3330  school
3331  school
3332  school
3333  school
3334  school
3335  school
3336  school
3337  school
3338  school
3339  school
3340  school
3341  school
3342  school
3343  school
3344  school
3345  school
3346  school
3347  school
3348  school
3349  school
3350  school
3351  school
3352  school
3353  school
3354  school
3355  school
3356  school
3357  school
3358  school
3359  school
3360  school
3361  school
3362  school
3363  school
3364  school
3365  school
3366  school
3367  school
3368  school
3369  school
3370  school
3371  school
3372  school
3373  school
3374  school
3375  school
3376  school
3377  school
3378  school
3379  school
3380  school
3381  school
3382  school
3383  school
3384  school
3385  school
3386  school
3387  school
3388  school
3389  school
3390  school
3391  school
3392  school
3393  school
3394  school
3395  school
3396  school
3397  school
3398  school
3399  school
3400  school
3401  school
3402  school
3403  school
3404  school
3405  school
3406  school
3407  school
3408  school
3409  school
3410  school
3411  school
3412  school
3413  school
3414  school
3415  school
3416  school
3417  school
3418  school
3419  school
3420  school
3421  school
3422  school
3423  school
3424  school
3425  school
3426  school
3427  school
3428  school
3429  school
3430  school
3431  school
3432  school
3433  school
3434  school
3435  school
3436  school
3437  school
3438  school
3439  school
3440  school
3441  school
3442  school
3443  school
3444  school
3445  school
3446  school
3447  school
3448  school
3449  school
3450  school
3451  school
3452  school
3453  school
3454  school
3455  school
3456  school
3457  school
3458  school
3459  school
3460  school
3461  school
3462  school
3463  school
3464  school
3465  school
3466  school
3467  school
3468  school
3469    <NA>
3470    <NA>
3471    <NA>
3472    <NA>
3473    <NA>
3474    <NA>
3475    <NA>
3476  school
3477  school
3478  school
3479  school
3480  school
3481  school
3482  school
3483  school
3484  school
3485  school
3486  school
3487  school
3488  school
3489  school
3490  school
3491  school
3492  school
3493  school
3494  school
3495  school
3496  school
3497  school
3498  school
3499  school
3500    <NA>
3501    <NA>
3502    <NA>
3503    <NA>
3504    <NA>
3505    <NA>
3506    <NA>
3507    <NA>
3508    <NA>
3509    <NA>
3510    <NA>
3511    <NA>
3512    <NA>
3513    <NA>
3514    <NA>
3515    <NA>
3516    <NA>
3517    <NA>
3518    <NA>
3519    <NA>
3520    <NA>
3521    <NA>
3522    <NA>
3523  school
3524  school
3525  school
3526  school
3527  school
3528  school
3529  school
3530  school
3531  school
3532  school
3533  school
3534  school
3535  school
3536  school
3537  school
3538  school
3539  school
3540  school
3541    <NA>
3542  school
3543    <NA>
3544    <NA>
3545    <NA>
3546    <NA>
3547    <NA>
3548    <NA>
3549    <NA>

Glimpse your data

Use glimpse() to get information about your variables (e.g., type, row, columns,)

school_names %>% 
  glimpse()
Rows: 3,549
Columns: 3
$ osm_id  <dbl> 30312225, 674552830, 1399125354, 1764153756, 1867185524, 20614…
$ name    <chr> "Consolata School", NA, "Galitos restaurant", "Makini Schools"…
$ amenity <chr> "school", NA, "school", "school", "school", NA, NA, NA, NA, NA…

Dimensions of your data

Let’s see first how many columns and observations the dataset has:

  • Dimensions of your data (Rows and Columns):
dim(school_names)
[1] 3549    3
  • The number of distinct values of a particular variable:

The $ sign is a subsetting operator. In R, we have three subsetting operators ([[, [, and $.). It is often used to access variables in a dataframe.

The n_distinct function allows us to count the number of unique values of a variable length of a vector. We included na.rm = TRUE, so we don’t count missing values.

Dimensions of your data

Exercise 2: Identify distinct values of a variable in a dataset. Using the n_distinct function, can you tell how many unique values these variables in the school_names dataset have?

  1. name
  2. amenity

Solution:

## R Code
n_distinct(school_names$name, na.rm = TRUE)
[1] 1406
n_distinct(school_names$amenity, na.rm = TRUE)
[1] 1

Data Cleaning

Renaming variables

If we want to to rename our variables, we could use rename() function from dplyr package:

school_names <- school_names %>% 
  rename( 
    var_newname = var_oldname 
  ) 

Subsetting data

We can subset data using the filter function from dplyr package

dplyr::filter

Let’s try filtering all the rows where school name is “Baptist Primary School” from the school_names data.

filter(school_names, name=="Baptist Primary School") 
      osm_id                   name amenity
1  949597326 Baptist Primary School  school
2  949598174 Baptist Primary School  school
3 1446059238 Baptist Primary School  school

Piping

  • Ever heard of piping? It’s this: %>%

  • Piping is a way of doing metaprogramming

  • The actual meaning of the pipes is: Pipes take the output of the function at the left and pass it as the first argument of the function at the right

  • The advantages of using piping is that it allows to have a cleaner division of successively applied functions in R code, drastically improving code readability

Piping

# 1: Doing it the long way -----------------------------
school_names <- filter(school_names, name =="Baptist Primary School")
school_names <- select(school_names, name)

# 2: With pipes ------------------------------------
school_names %>%
  filter(name=="Baptist Primary School") %>%
  select(name)

Just remember:

  • x %>% f() is the same as f(x)

  • x %>% f() %>% g() is the same as g(f(x))

Merging data sets

We can use the left_join() function to merge two dataframes. The function syntax is: left_join(a_df, another_df, by = c("id_col1")).

A left join takes all the values from the first table, and looks for matches in the second table. If it finds a match, it adds the data from the second table; if not, it adds missing values.

Merging data sets

Exercise 3: Join the dataframes: school_names and school_coordinates.

Solution:

schools_df <- school_names %>%
  left_join(school_coordinates,by = "osm_id") 

Merging data sets

Exercise 4: Check if there is any schools with no gis information:

  • Only use pipes %>%
  • And filter()
  • Do not assign it to an object.

Solution:

schools_df %>% 
  filter(is.na(latitude))

So we ended up with no NAs for the school coordinates

This is because all schools have their respective GIS details stored in the school_coordinates dataset.

Mapping and iterations

Iterations in R

  • In R, the syntax of for loops is this:
for (number in 1:3) {
  print(number)
}
  • R, however, has a set of functions that allows users to loop through an object in a more efficient way, without using explicit loops

  • One can use apply family (apply(), sapply(), lapply(), etc.) of functions or use the family of map() functions from the purrr package

  • R is vectorized! this means that many operations are applied element-wise by default so you don’t have to code loops to apply them to each element of a vector or dataframe

Apply functions

  • The choice of the apply function to use will depend on the type of input and output

  • For this session, we will focus on lapply() function which applies functions to objects and returns a list of the same length

lapply(x, fun): applies function to each of the elements of x. If x is a data frame then function is applied column-wise while if it’s a vector or a list it is applied item-wise.

  • x: determines the input vector or an object
  • fun: determines the function that is to be applied to input data

lapply function

Assuming, we would like to round off values to the nearest whole numbers using lapply function, it would be as follows:

# Create a list of numbers
numbers <- list(2.3, 4.7, 5.6, 7.1)

# Using lapply
rounded_numbers <- lapply(numbers, round)

## Checking the class of object class_list
class(rounded_numbers)
[1] "list"
rounded_numbers
[[1]]
[1] 2

[[2]]
[1] 5

[[3]]
[1] 6

[[4]]
[1] 7

map functions

  • lapply always returns a list.

  • However, there are instances where we return a different object (eg, a row of a dataframe) and want to append these objects (eg, a dataframe)

  • The purrr package provides a family of map functions

  • map_df returns a dataframe

map_df example

Example function

## Example Function
make_df <- function(i){
  data.frame(number = i)
}

make_df(3)
  number
1      3

map_df example

Using lapply

lapply(1:4, make_df)
[[1]]
  number
1      1

[[2]]
  number
1      2

[[3]]
  number
1      3

[[4]]
  number
1      4
lapply(1:4, make_df) %>% 
  bind_rows()
  number
1      1
2      2
3      3
4      4

map_df example

Using map_df

map_df(1:4, make_df)
  number
1      1
2      2
3      3
4      4

Quick introduction to visualization

Quick introduction to visualization

  • The workhorse package for visualization in R is ggplot2, based on The Grammar of Graphics
  • ggplot2 is designed to support producing many types of figures and is very customizable.

The basic ggplot structure is

ggplot(data = DATA) +
  GEOM_FUNCTION(aes(AESTHETIC MAPPINGS))

Where we map data to aesthetics - such as x and y variables (scatterplots), colors, sizes, etc.

Quick introduction to visualization

Plot school coordinates

library(ggplot2)

ggplot() +
  geom_point(data = school_coordinates,
             aes(x = longitude,
                 y = latitude))

Quick introduction to visualization

Make figure look cleaner

library(ggplot2)

ggplot() +
  geom_point(data = school_coordinates,
             aes(x = longitude,
                 y = latitude)) +
  theme_void()

Quick introduction to visualization

Color points by latitude

ggplot() +
  geom_point(data = school_coordinates,
             aes(x = longitude,
                 y = latitude,
                 color = latitude)) +
  theme_void()

Quick introduction to visualization

Add title

ggplot() +
  geom_point(data = school_coordinates,
             aes(x = longitude,
                 y = latitude,
                 color = latitude)) +
  theme_void() +
  labs(title = "School Coordinates") 

Saving a dataset

Saving a dataset

  • The dataset you have is the same data set we’ve been using for earlier sessions, so we can save it now.
  • To save a dataset we can use the write_csv function from the readr package, or write.csv from base R.

The function takes the following syntax:

write_csv(x, file, append = FALSE):

  • x: the object (usually a data frame) you want to export to CSV
  • file: the file path to where you want to save it, including the file name and the format (“.csv”)

Saving a dataset

Exercise 5: Load the library readr and save the schools_df dataset as csv format.

  • Use write_csv()
library(readr)

write_csv(
  schools_df, file.path(data_dir, "schools_final.csv")
)

Saving a dataset

  • The problem with CSVs is that they cannot differentiate between strings and factors
  • They also don’t save factor orders
  • Data attributes (which are beyond the scope of this training, but also useful to document data sets) are also lost.

Saving a dataset

Data can be saved and loaded in an .rds format using the following commands:

  • write_rds(object, file = "") from readr package: Writes a single R object to a file.

  • read_rds(file) from readr package: Load a single R object from a file.

Save the data set

write_rds(schools_df, 
          file.path(data_dir, "schools_final.Rds"))

Thank you!

Appendix

Appendix - R and RStudio Installation

This training requires that you have R and RStudio installed in your computer:

Instructions

Appendix - More on R

Here are some advantages of R:

  • R is a free and open source software!

  • It allows you to have several datasets open simultaneously.

  • It can run complex Geographic Information System (GIS) analyses.

  • You can use it for web scrapping.

  • You can run machine learning algorithms with it.

  • You can create complex Markdown documents. This presentation, for example, is entirely done in R.

  • You can create interactive dashboards and online applications with the Shiny package.

Appendix - Syntax

Some of the highlights on R’s syntax include:

  • Parentheses to separate function names from its arguments.
  • Commas to separate arguments.
  • For comments we use the # sign.
  • You can have line breaks inside function statements.
  • In R, functions can be treated much like any other object. Therefore, they can be passed as arguments to other functions.

Appendix - RStudio interface

Script

Where you write your code.

Console

Where your results and messages will be displayed. But you can also type commands directly into the console.

Environment

What’s in R’s memory.

The 4th pane

Can display different things, including plots you create, packages loaded and help files.

Appendix - RStudio vs R GUI

RStudio

  • RStudio is an integrated development environment for R

  • It’s a software that uses the base R installation of your computer and provides an expanded interface that greatly facilitates R programming

R GUI

  • The basic R Graphic User Interface (GUI) can also be used to program in R. You will find it in your computer with a name similar to R<version>, as in R4.2.2

  • Opening the R GUI allows to work with R in a command line format, where you introduce one R command and the interface executes it and prints any message if needed

  • It’s very similar to the console panel of RStudio and it also allows to open a script editor, but it will not show you a list of the variables loaded on your environment

Appendix - RStudio vs R GUI

Appendix - Help, Google and Stack Overflow

R help files usually start with a brief description of the function, explain its syntax and arguments and list a few examples. There are two ways to access help files:

Exercise 6: Use help to get more information on the summary function

# You can use the help() function
help(summary)

# or its abbreviation
?summary

Appendix - Help, Google and Stack Overflow

  • Some of the best things about R, is that R has a wide user community and it has a lot of online resources.

  • The most powerful problem-solving tool in R, however, is Google. Searching the something yields tons of results.

  • Often that means a Stack Overflow page where someone asked the same question and several people gave different answers. Here’s a typical example: https://stackoverflow.com/questions/1660124/how-to-sum-a-variable-by-group

Appendix - Useful resources

Blogs, courses and resources:

Appendix - Useful resources

Books: